library(readr)
library(lattice)
library(ggplot2)
library(ggridges)
library(ggvis)
##
## Attaching package: 'ggvis'
## The following object is masked from 'package:ggplot2':
##
## resolution
library(ggthemes)
library(cowplot)
##
## Attaching package: 'cowplot'
## The following object is masked from 'package:ggthemes':
##
## theme_map
library(gapminder)
library(gganimate)
## No renderer backend detected. gganimate will default to writing frames to separate files
## Consider installing:
## - the `gifski` package for gif output
## - the `av` package for video output
## and restarting the R session
##
## Attaching package: 'gganimate'
## The following object is masked from 'package:ggvis':
##
## view_static
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(tidyverse)
## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──
## ✔ tibble 3.1.8 ✔ stringr 1.5.0
## ✔ tidyr 1.3.0 ✔ forcats 0.5.2
## ✔ purrr 1.0.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ✖ ggvis::resolution() masks ggplot2::resolution()
library(grid)
library(gridExtra)
##
## Attaching package: 'gridExtra'
##
## The following object is masked from 'package:dplyr':
##
## combine
library(RColorBrewer)
CovidData <- read_csv("~/Downloads/CovidData_New.csv")
## Rows: 915 Columns: 20
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## dbl (20): SEX, USMER, MEDICAL_UNIT, PATIENT_TYPE, INTUBED, PNEUMONIA, AGE, P...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
cvd <- CovidData
cvd
## # A tibble: 915 × 20
## SEX USMER MEDICAL_UNIT PATIEN…¹ INTUBED PNEUM…² AGE PREGN…³ DIABE…⁴ COPD
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 2 1 1 97 1 65 2 2 2
## 2 2 2 1 1 97 1 72 97 2 2
## 3 2 2 1 2 1 2 55 97 1 2
## 4 1 2 1 1 97 2 53 2 2 2
## 5 2 2 1 1 97 2 68 97 1 2
## 6 1 2 1 2 2 1 40 2 2 2
## 7 1 2 1 1 97 2 64 2 2 2
## 8 1 2 1 1 97 1 64 2 1 2
## 9 1 2 1 2 2 2 37 2 1 2
## 10 1 2 1 2 2 2 25 2 2 2
## # … with 905 more rows, 10 more variables: ASTHMA <dbl>, INMSUPR <dbl>,
## # HIPERTENSION <dbl>, OTHER_DISEASE <dbl>, CARDIOVASCULAR <dbl>,
## # OBESITY <dbl>, RENAL_CHRONIC <dbl>, TOBACCO <dbl>,
## # CLASIFFICATION_FINAL <dbl>, ICU <dbl>, and abbreviated variable names
## # ¹PATIENT_TYPE, ²PNEUMONIA, ³PREGNANT, ⁴DIABETES
cvd <- as.data.frame(cvd)
#Column Means
colMeans(subset(cvd, SEX == "1")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY TOBACCO
## 1.960373 2.172494 1.962704 1.829837 2.188811
colMeans(subset(cvd, SEX == "2")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY TOBACCO
## 2.191358 1.940329 1.738683 1.864198 2.082305
#Correlation
cor(subset(cvd, SEX == "1")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY
## ASTHMA 1.0000000000 0.010132687 0.0009378158 0.00340956
## CARDIOVASCULAR 0.0101326873 1.000000000 -0.0085423207 -0.09685891
## DIABETES 0.0009378158 -0.008542321 1.0000000000 -0.08477258
## OBESITY 0.0034095600 -0.096858913 -0.0847725800 1.00000000
## TOBACCO 0.0082749983 0.998216831 -0.0095971644 -0.10200666
## TOBACCO
## ASTHMA 0.008274998
## CARDIOVASCULAR 0.998216831
## DIABETES -0.009597164
## OBESITY -0.102006658
## TOBACCO 1.000000000
cor(subset(cvd, SEX == "2")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY
## ASTHMA 1.0000000000 0.01307492 0.02615755 0.02019447
## CARDIOVASCULAR 0.0130749213 1.00000000 0.14673711 0.10298962
## DIABETES 0.0261575538 0.14673711 1.00000000 0.11966077
## OBESITY 0.0201944733 0.10298962 0.11966077 1.00000000
## TOBACCO -0.0007205628 -0.17228020 -0.07672782 -0.10255665
## TOBACCO
## ASTHMA -0.0007205628
## CARDIOVASCULAR -0.1722802000
## DIABETES -0.0767278194
## OBESITY -0.1025566545
## TOBACCO 1.0000000000
#Covariance
cov(subset(cvd, SEX == "1")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY
## ASTHMA 0.0381456550 0.009187853 0.0008550639 0.0002505283
## CARDIOVASCULAR 0.0091878526 21.554288391 -0.1851404048 -0.1691773958
## DIABETES 0.0008550639 -0.185140405 21.7929982790 -0.1488846045
## OBESITY 0.0002505283 -0.169177396 -0.1488846045 0.1415375901
## TOBACCO 0.0074995098 21.504738252 -0.2078949088 -0.1780765963
## TOBACCO
## ASTHMA 0.00749951
## CARDIOVASCULAR 21.50473825
## DIABETES -0.20789491
## OBESITY -0.17807660
## TOBACCO 21.53202405
cov(subset(cvd, SEX == "2")[,c("ASTHMA","CARDIOVASCULAR","DIABETES","OBESITY","TOBACCO")])
## ASTHMA CARDIOVASCULAR DIABETES OBESITY TOBACCO
## ASTHMA 18.97155403 0.013503882 0.05010818 0.030164185 -0.01372025
## CARDIOVASCULAR 0.01350388 0.056225871 0.01530270 0.008374698 -0.17858385
## DIABETES 0.05010818 0.015302702 0.19342837 0.018047601 -0.14752026
## OBESITY 0.03016418 0.008374698 0.01804760 0.117602138 -0.15374825
## TOBACCO -0.01372025 -0.178583853 -0.14752026 -0.153748250 19.11073777
## ggplot
ggplot(cvd, aes(x=ASTHMA,y=DIABETES)) + geom_point()
ggplot(cvd, aes(x=DIABETES,y=CARDIOVASCULAR)) + facet_wrap(~SEX) + geom_point()
ggplot(cvd, aes(x=ASTHMA, y=OBESITY)) +geom_point(aes(color=ASTHMA))
ggplot(cvd, aes(x=ASTHMA,y=DIABETES)) + xlim(50,100) + geom_point(colour="orange", pch=3)
## Warning: Removed 914 rows containing missing values (`geom_point()`).
## Bar chart
ggplot(cvd, aes(DIABETES)) + geom_bar(position="stack")
ggplot(cvd, aes(ASTHMA) )+ geom_bar(position="stack")
ggplot(cvd, aes(OBESITY)) + facet_grid(.~SEX) + geom_bar(position="dodge")
ggplot(cvd, aes(x=TOBACCO, fill=SEX)) + geom_bar()+theme_bw()
## Warning: The following aesthetics were dropped during statistical transformation: fill
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
## the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
## variable into a factor?
## Histogram
ggplot(cvd, aes(DIABETES))+geom_histogram(bins=5)
ggplot(cvd, aes(DIABETES))+geom_histogram(aes(fill = after_stat(count)))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Regression
ggplot(cvd, aes(x=ASTHMA, y=OBESITY)) + geom_point() + geom_smooth(method=lm)
## `geom_smooth()` using formula = 'y ~ x'
ggplot(cvd, aes(x=ASTHMA, y=CARDIOVASCULAR)) + geom_point() + stat_smooth()
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : pseudoinverse used at 0.515
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : neighborhood radius 1.485
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : reciprocal condition number 0
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : There are other near singularities as well. 9309.4
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : zero-width neighborhood. make span bigger
## Warning: Computation failed in `stat_smooth()`
## Caused by error in `predLoess()`:
## ! NA/NaN/Inf in foreign function call (arg 5)
ggplot(cvd, aes(x=ASTHMA, y=DIABETES)) + geom_point() + stat_smooth()
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : pseudoinverse used at 0.515
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : neighborhood radius 1.485
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : reciprocal condition number 0
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : There are other near singularities as well. 9309.4
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric =
## parametric, : zero-width neighborhood. make span bigger
## Warning: Computation failed in `stat_smooth()`
## Caused by error in `predLoess()`:
## ! NA/NaN/Inf in foreign function call (arg 5)
## Violin Plot
ggplot(cvd, aes(x=SEX, y=DIABETES)) + geom_violin()
ggplot(cvd, aes(x=SEX, y=TOBACCO)) + geom_violin()
ggplot(cvd, aes(x=SEX, y=OBESITY)) + geom_violin()
## Box Plot
ggplot(cvd, aes(x=SEX, y=DIABETES)) + geom_boxplot()
## Warning: Continuous x aesthetic
## ℹ did you forget `aes(group = ...)`?
ggplot(cvd, aes(x=SEX, y=DIABETES)) + geom_boxplot() + coord_flip()
## Warning: Continuous x aesthetic
## ℹ did you forget `aes(group = ...)`?
## Hexbin
ggplot(cvd, aes(x=DIABETES, y=ASTHMA)) + geom_hex()
####PCA
str(cvd)
## 'data.frame': 915 obs. of 20 variables:
## $ SEX : num 1 2 2 1 2 1 1 1 1 1 ...
## $ USMER : num 2 2 2 2 2 2 2 2 2 2 ...
## $ MEDICAL_UNIT : num 1 1 1 1 1 1 1 1 1 1 ...
## $ PATIENT_TYPE : num 1 1 2 1 1 2 1 1 2 2 ...
## $ INTUBED : num 97 97 1 97 97 2 97 97 2 2 ...
## $ PNEUMONIA : num 1 1 2 2 2 1 2 1 2 2 ...
## $ AGE : num 65 72 55 53 68 40 64 64 37 25 ...
## $ PREGNANT : num 2 97 97 2 97 2 2 2 2 2 ...
## $ DIABETES : num 2 2 1 2 1 2 2 1 1 2 ...
## $ COPD : num 2 2 2 2 2 2 2 2 2 2 ...
## $ ASTHMA : num 2 2 2 2 2 2 2 2 2 2 ...
## $ INMSUPR : num 2 2 2 2 2 2 2 1 2 2 ...
## $ HIPERTENSION : num 1 1 2 2 1 2 2 1 1 2 ...
## $ OTHER_DISEASE : num 2 2 2 2 2 2 2 2 2 2 ...
## $ CARDIOVASCULAR : num 2 2 2 2 2 2 2 2 2 2 ...
## $ OBESITY : num 2 1 2 2 2 2 2 2 1 2 ...
## $ RENAL_CHRONIC : num 2 1 2 2 2 2 2 1 2 2 ...
## $ TOBACCO : num 2 2 2 2 2 2 2 2 2 2 ...
## $ CLASIFFICATION_FINAL: num 3 5 3 7 3 3 3 3 3 3 ...
## $ ICU : num 97 97 2 97 97 2 97 97 2 2 ...
attach(cvd)
cor(cvd[-1])
## USMER MEDICAL_UNIT PATIENT_TYPE INTUBED
## USMER 1.000000000 -0.43267081 -0.451991857 0.4088423802
## MEDICAL_UNIT -0.432670810 1.00000000 0.541894651 -0.5191117123
## PATIENT_TYPE -0.451991857 0.54189465 1.000000000 -0.9367176545
## INTUBED 0.408842380 -0.51911171 -0.936717655 1.0000000000
## PNEUMONIA -0.154536444 -0.01893372 0.053849706 0.1977602238
## AGE 0.021214539 0.36258821 0.266866239 -0.2851506098
## PREGNANT -0.128179146 0.13661377 0.198435030 -0.1957408140
## DIABETES 0.046590779 -0.01757777 -0.010594010 0.0074892627
## COPD -0.001917358 -0.10044923 -0.099302709 0.0971399223
## ASTHMA -0.034926717 0.02140694 -0.037827370 0.0350575126
## INMSUPR -0.004704281 0.02706866 0.036103053 -0.0383859314
## HIPERTENSION 0.036632795 -0.01369159 -0.004052464 0.0007896545
## OTHER_DISEASE -0.053959063 0.02675875 0.034883314 -0.0375602113
## CARDIOVASCULAR 0.032707868 0.01449068 0.017714073 -0.0231684120
## OBESITY -0.067544347 -0.18535402 -0.121839223 0.0979053121
## RENAL_CHRONIC -0.007576412 0.02391333 0.034693559 -0.0385933112
## TOBACCO 0.041942974 0.03081138 -0.013693050 0.0113718310
## CLASIFFICATION_FINAL 0.221663501 -0.53213235 -0.322661328 0.3503165842
## ICU 0.410277762 -0.51862776 -0.936722813 0.9999739345
## PNEUMONIA AGE PREGNANT DIABETES
## USMER -0.154536444 0.0212145394 -0.128179146 0.046590779
## MEDICAL_UNIT -0.018933719 0.3625882135 0.136613774 -0.017577766
## PATIENT_TYPE 0.053849706 0.2668662393 0.198435030 -0.010594010
## INTUBED 0.197760224 -0.2851506098 -0.195740814 0.007489263
## PNEUMONIA 1.000000000 -0.1584873375 -0.062338864 -0.006517318
## AGE -0.158487337 1.0000000000 0.089427926 0.008139018
## PREGNANT -0.062338864 0.0894279255 1.000000000 -0.034715182
## DIABETES -0.006517318 0.0081390182 -0.034715182 1.000000000
## COPD -0.011272373 -0.1801766293 0.005433961 0.002851890
## ASTHMA -0.005180419 -0.0421833663 0.036239092 0.001380144
## INMSUPR -0.007443590 0.0714241556 -0.049427744 0.694842036
## HIPERTENSION -0.003193581 -0.0044010461 -0.031849628 0.989379194
## OTHER_DISEASE -0.007258140 0.0280815074 -0.001508660 -0.004497016
## CARDIOVASCULAR -0.007759250 -0.0122612199 -0.036445494 -0.006414743
## OBESITY 0.006477881 -0.1646477559 0.048692110 -0.053792087
## RENAL_CHRONIC -0.009840543 0.0097983273 -0.004150316 -0.002737079
## TOBACCO -0.005778583 0.0007495571 -0.011888975 -0.011744448
## CLASIFFICATION_FINAL 0.184780726 -0.2004488846 -0.116903620 -0.010405355
## ICU 0.197753135 -0.2848558867 -0.195861936 0.007418008
## COPD ASTHMA INMSUPR HIPERTENSION
## USMER -0.001917358 -0.0349267172 -4.704281e-03 0.0366327952
## MEDICAL_UNIT -0.100449228 0.0214069435 2.706866e-02 -0.0136915947
## PATIENT_TYPE -0.099302709 -0.0378273701 3.610305e-02 -0.0040524639
## INTUBED 0.097139922 0.0350575126 -3.838593e-02 0.0007896545
## PNEUMONIA -0.011272373 -0.0051804192 -7.443590e-03 -0.0031935811
## AGE -0.180176629 -0.0421833663 7.142416e-02 -0.0044010461
## PREGNANT 0.005433961 0.0362390921 -4.942774e-02 -0.0318496281
## DIABETES 0.002851890 0.0013801440 6.948420e-01 0.9893791937
## COPD 1.000000000 0.0086599621 1.000519e-02 0.0229149675
## ASTHMA 0.008659962 1.0000000000 -9.677429e-04 -0.0082868010
## INMSUPR 0.010005194 -0.0009677429 1.000000e+00 0.6945381209
## HIPERTENSION 0.022914967 -0.0082868010 6.945381e-01 1.0000000000
## OTHER_DISEASE -0.120895574 -0.0008526730 -6.092823e-03 -0.0039158551
## CARDIOVASCULAR 0.012598917 -0.0001879165 -5.018138e-06 0.0046033567
## OBESITY 0.149378944 0.0158618882 -4.483469e-02 -0.0491944439
## RENAL_CHRONIC 0.011717763 -0.0008141958 -7.639840e-04 0.0052317782
## TOBACCO 0.019201705 -0.0006928432 -1.174911e-03 0.0032301964
## CLASIFFICATION_FINAL -0.003962722 -0.0288645260 1.273798e-02 -0.0110446312
## ICU 0.096477592 0.0350673214 -3.904627e-02 0.0006560719
## OTHER_DISEASE CARDIOVASCULAR OBESITY RENAL_CHRONIC
## USMER -0.053959063 3.270787e-02 -0.067544347 -0.0075764115
## MEDICAL_UNIT 0.026758747 1.449068e-02 -0.185354019 0.0239133289
## PATIENT_TYPE 0.034883314 1.771407e-02 -0.121839223 0.0346935590
## INTUBED -0.037560211 -2.316841e-02 0.097905312 -0.0385933112
## PNEUMONIA -0.007258140 -7.759250e-03 0.006477881 -0.0098405431
## AGE 0.028081507 -1.226122e-02 -0.164647756 0.0097983273
## PREGNANT -0.001508660 -3.644549e-02 0.048692110 -0.0041503157
## DIABETES -0.004497016 -6.414743e-03 -0.053792087 -0.0027370787
## COPD -0.120895574 1.259892e-02 0.149378944 0.0117177629
## ASTHMA -0.000852673 -1.879165e-04 0.015861888 -0.0008141958
## INMSUPR -0.006092823 -5.018138e-06 -0.044834691 -0.0007639840
## HIPERTENSION -0.003915855 4.603357e-03 -0.049194444 0.0052317782
## OTHER_DISEASE 1.000000000 -7.021340e-03 -0.042729953 -0.0060797261
## CARDIOVASCULAR -0.007021340 1.000000e+00 -0.067138016 0.7052022823
## OBESITY -0.042729953 -6.713802e-02 1.000000000 -0.0398109616
## RENAL_CHRONIC -0.006079726 7.052023e-01 -0.039810962 1.0000000000
## TOBACCO -0.011368455 6.970904e-01 -0.102704980 0.4981106043
## CLASIFFICATION_FINAL 0.011204284 4.649046e-02 0.122120892 0.0633531413
## ICU -0.038241847 -2.262190e-02 0.096847271 -0.0387790141
## TOBACCO CLASIFFICATION_FINAL ICU
## USMER 0.0419429738 0.221663501 0.4102777616
## MEDICAL_UNIT 0.0308113796 -0.532132350 -0.5186277552
## PATIENT_TYPE -0.0136930499 -0.322661328 -0.9367228133
## INTUBED 0.0113718310 0.350316584 0.9999739345
## PNEUMONIA -0.0057785834 0.184780726 0.1977531353
## AGE 0.0007495571 -0.200448885 -0.2848558867
## PREGNANT -0.0118889750 -0.116903620 -0.1958619355
## DIABETES -0.0117444484 -0.010405355 0.0074180081
## COPD 0.0192017046 -0.003962722 0.0964775921
## ASTHMA -0.0006928432 -0.028864526 0.0350673214
## INMSUPR -0.0011749114 0.012737977 -0.0390462680
## HIPERTENSION 0.0032301964 -0.011044631 0.0006560719
## OTHER_DISEASE -0.0113684549 0.011204284 -0.0382418466
## CARDIOVASCULAR 0.6970903831 0.046490463 -0.0226219016
## OBESITY -0.1027049797 0.122120892 0.0968472708
## RENAL_CHRONIC 0.4981106043 0.063353141 -0.0387790141
## TOBACCO 1.0000000000 0.036764200 0.0118068752
## CLASIFFICATION_FINAL 0.0367641997 1.000000000 0.3500314133
## ICU 0.0118068752 0.350031413 1.0000000000
cvd_pca <- prcomp(cvd[,-1],scale=TRUE)
cvd_pca
## Standard deviations (1, .., p=19):
## [1] 2.004287379 1.614302169 1.513700849 1.174976023 1.097794546 1.037824573
## [7] 1.012522670 0.961415939 0.949905607 0.898950751 0.855637567 0.741473529
## [13] 0.701851304 0.613992076 0.581382730 0.473373355 0.197783311 0.100516940
## [19] 0.004778754
##
## Rotation (n x k) = (19 x 19):
## PC1 PC2 PC3 PC4
## USMER -0.266096311 -4.023305e-02 0.041725603 -0.434008383
## MEDICAL_UNIT 0.367266146 5.361339e-03 0.007636256 -0.065293896
## PATIENT_TYPE 0.456351626 3.598087e-03 0.002346158 0.146278292
## INTUBED -0.465533525 -1.875558e-05 -0.005437732 -0.064434225
## PNEUMONIA -0.071627014 1.142546e-02 -0.007771891 0.373672370
## AGE 0.206369088 -2.755407e-02 0.003740276 -0.477170391
## PREGNANT 0.134179632 4.531309e-02 -0.032132881 0.106574074
## DIABETES -0.003893696 -5.994642e-01 -0.022030098 0.031684104
## COPD -0.073953410 -5.382236e-03 0.006729938 0.387558324
## ASTHMA -0.010152461 6.016644e-03 -0.005371057 0.083669554
## INMSUPR 0.022633367 -5.225523e-01 -0.014446537 0.027949609
## HIPERTENSION -0.001529946 -5.991461e-01 -0.013836045 0.048568814
## OTHER_DISEASE 0.030175575 5.075625e-03 -0.008786891 -0.131407944
## CARDIOVASCULAR 0.007659095 -1.316648e-02 0.610086411 0.037674179
## OBESITY -0.089877079 5.907289e-02 -0.090367333 0.442900179
## RENAL_CHRONIC 0.018178526 -1.135794e-02 0.552949502 0.063705670
## TOBACCO -0.001939589 -1.091031e-02 0.553603189 -0.003574825
## CLASIFFICATION_FINAL -0.267222723 6.352891e-04 0.058257165 0.136326816
## ICU -0.465527644 1.065713e-04 -0.005161188 -0.065524587
## PC5 PC6 PC7 PC8
## USMER -0.215230421 0.179033933 -0.027368609 -0.118406824
## MEDICAL_UNIT 0.061650071 -0.372142046 -0.113085278 0.082215043
## PATIENT_TYPE 0.106877978 0.162540462 -0.047983106 -0.073695780
## INTUBED 0.052806204 -0.236767333 -0.017034788 -0.005800645
## PNEUMONIA 0.615629845 -0.206677501 -0.222113731 -0.267410006
## AGE -0.044590385 -0.018691344 -0.038291266 -0.228040255
## PREGNANT -0.250908887 0.010815822 0.388578408 -0.559547412
## DIABETES -0.006741206 -0.005322309 0.032020382 -0.011604819
## COPD -0.460209483 -0.107602412 -0.223347188 0.342312048
## ASTHMA -0.083349758 -0.579264425 0.556586195 -0.135278952
## INMSUPR 0.011812858 0.014510549 0.006217981 -0.017457129
## HIPERTENSION -0.011632411 -0.001162781 0.024825744 -0.000222060
## OTHER_DISEASE 0.378822297 0.166989233 0.590992825 0.560419328
## CARDIOVASCULAR -0.014903875 0.001812412 0.021138321 0.019862967
## OBESITY -0.265712949 0.257905639 0.238177891 0.018530837
## RENAL_CHRONIC -0.015376827 0.036557534 0.050502704 -0.016911434
## TOBACCO -0.015426860 -0.060819258 -0.003354248 0.004693004
## CLASIFFICATION_FINAL 0.234664014 0.448049606 0.106772262 -0.293388159
## ICU 0.052785836 -0.237156822 -0.017709242 -0.006498368
## PC9 PC10 PC11 PC12
## USMER 0.123298062 -0.167182438 0.156167545 -0.65972310
## MEDICAL_UNIT -0.203670519 0.194461013 0.032043634 0.07783607
## PATIENT_TYPE 0.155239029 -0.116888145 0.088074640 -0.19200612
## INTUBED -0.213098197 0.096629184 -0.006478922 0.09181645
## PNEUMONIA -0.137477817 -0.023601939 0.272225194 -0.40008584
## AGE -0.130933701 0.345237905 0.640567429 0.14226557
## PREGNANT -0.573696930 -0.314796368 -0.085862295 0.01246673
## DIABETES -0.027252125 -0.003200013 -0.060067055 -0.06838200
## COPD -0.113484790 -0.367263018 0.548845775 0.04934389
## ASTHMA 0.541789845 -0.036320394 0.158554567 -0.04253554
## INMSUPR 0.015169346 0.065669923 0.097330427 0.16203882
## HIPERTENSION -0.036094650 -0.013005081 -0.058667334 -0.06836745
## OTHER_DISEASE -0.283782766 -0.130788847 0.201037416 -0.09187520
## CARDIOVASCULAR -0.005878254 0.048354070 -0.026189494 -0.05876641
## OBESITY -0.069001448 0.706197931 0.072093383 -0.26111565
## RENAL_CHRONIC -0.012713891 0.093520148 0.014659621 0.11090822
## TOBACCO -0.063961289 -0.023917927 -0.026127399 -0.09113055
## CLASIFFICATION_FINAL 0.255181004 -0.122418007 0.291275601 0.42926847
## ICU -0.212708409 0.096099303 -0.006892012 0.09023937
## PC13 PC14 PC15 PC16
## USMER 0.084613450 -0.1533087780 0.33190384 -0.026222961
## MEDICAL_UNIT -0.030029247 -0.0296845575 0.77998409 0.044982465
## PATIENT_TYPE 0.007043852 -0.0117348520 -0.02759812 -0.017006516
## INTUBED 0.014271840 -0.0010106704 0.01477728 0.011600543
## PNEUMONIA 0.059937960 -0.0385054665 -0.09096906 -0.014513730
## AGE -0.018015722 0.1634713757 -0.28042076 0.018737226
## PREGNANT 0.012207340 -0.0561820116 0.01322084 0.030510380
## DIABETES 0.043792869 0.3551534453 0.02689041 0.008783034
## COPD 0.018219819 0.0364984648 0.01947946 0.011543096
## ASTHMA -0.000749419 0.0132539796 -0.01401274 -0.003643330
## INMSUPR -0.100253425 -0.8187234475 -0.06267206 -0.013554315
## HIPERTENSION 0.032620919 0.3554996691 0.03417282 0.003514536
## OTHER_DISEASE 0.007083819 -0.0174000274 0.01048879 -0.004526050
## CARDIOVASCULAR 0.016061903 -0.0229935163 -0.05537515 0.784028982
## OBESITY -0.073555008 -0.0062157126 0.08378726 -0.015695147
## RENAL_CHRONIC 0.680183373 -0.0459902557 0.03097274 -0.445162733
## TOBACCO -0.700321599 0.0667249423 -0.03407630 -0.423778919
## CLASIFFICATION_FINAL -0.123457678 0.1111178076 0.41763635 0.045347145
## ICU 0.013931412 -0.0002773287 0.01633522 0.013028157
## PC17 PC18 PC19
## USMER 0.004992494 -0.0032153812 1.385535e-03
## MEDICAL_UNIT 0.018586808 0.0041757815 8.610244e-04
## PATIENT_TYPE -0.800612175 -0.0121632289 -4.107749e-04
## INTUBED -0.395588586 -0.0104123031 7.067881e-01
## PNEUMONIA 0.212775117 0.0047139869 3.302851e-04
## AGE 0.011281088 -0.0089516283 -2.208671e-04
## PREGNANT 0.015070137 0.0015372565 4.683569e-06
## DIABETES -0.013721211 0.7069824502 1.741873e-03
## COPD 0.005909263 0.0135411684 -3.524959e-04
## ASTHMA -0.001651146 -0.0074447693 3.169356e-05
## INMSUPR 0.000143079 -0.0001286904 -7.819971e-04
## HIPERTENSION 0.011414719 -0.7066639864 -1.331401e-03
## OTHER_DISEASE -0.001103845 0.0019889300 -4.952032e-04
## CARDIOVASCULAR -0.002999397 0.0003852650 8.360110e-04
## OBESITY -0.018465239 0.0015892124 -4.749962e-04
## RENAL_CHRONIC 0.001417274 -0.0003333204 -7.366918e-04
## TOBACCO -0.001875702 0.0105504030 -1.346392e-05
## CLASIFFICATION_FINAL -0.005991093 0.0015444391 1.746574e-05
## ICU -0.394693508 -0.0073301534 -7.074181e-01
summary(cvd_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.0043 1.6143 1.5137 1.17498 1.09779 1.03782 1.01252
## Proportion of Variance 0.2114 0.1372 0.1206 0.07266 0.06343 0.05669 0.05396
## Cumulative Proportion 0.2114 0.3486 0.4692 0.54184 0.60527 0.66196 0.71592
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.96142 0.94991 0.89895 0.85564 0.74147 0.70185 0.61399
## Proportion of Variance 0.04865 0.04749 0.04253 0.03853 0.02894 0.02593 0.01984
## Cumulative Proportion 0.76457 0.81206 0.85459 0.89312 0.92206 0.94798 0.96782
## PC15 PC16 PC17 PC18 PC19
## Standard deviation 0.58138 0.47337 0.19778 0.10052 0.004779
## Proportion of Variance 0.01779 0.01179 0.00206 0.00053 0.000000
## Cumulative Proportion 0.98561 0.99741 0.99947 1.00000 1.000000
# Eigenvalues are sdev^2
(eigen_cvd <- cvd_pca$sdev^2)
## [1] 4.017168e+00 2.605971e+00 2.291290e+00 1.380569e+00 1.205153e+00
## [6] 1.077080e+00 1.025202e+00 9.243206e-01 9.023207e-01 8.081125e-01
## [11] 7.321156e-01 5.497830e-01 4.925953e-01 3.769863e-01 3.380059e-01
## [16] 2.240823e-01 3.911824e-02 1.010366e-02 2.283649e-05
names(eigen_cvd) <- paste("PC",1:5,sep="")
eigen_cvd
## PC1 PC2 PC3 PC4 PC5 <NA>
## 4.017168e+00 2.605971e+00 2.291290e+00 1.380569e+00 1.205153e+00 1.077080e+00
## <NA> <NA> <NA> <NA> <NA> <NA>
## 1.025202e+00 9.243206e-01 9.023207e-01 8.081125e-01 7.321156e-01 5.497830e-01
## <NA> <NA> <NA> <NA> <NA> <NA>
## 4.925953e-01 3.769863e-01 3.380059e-01 2.240823e-01 3.911824e-02 1.010366e-02
## <NA>
## 2.283649e-05
sumlambdas <- sum(eigen_cvd)
sumlambdas
## [1] 19
propvar <- eigen_cvd/sumlambdas
propvar
## PC1 PC2 PC3 PC4 PC5 <NA>
## 2.114299e-01 1.371564e-01 1.205942e-01 7.266151e-02 6.342910e-02 5.668841e-02
## <NA> <NA> <NA> <NA> <NA> <NA>
## 5.395801e-02 4.864845e-02 4.749056e-02 4.253223e-02 3.853240e-02 2.893595e-02
## <NA> <NA> <NA> <NA> <NA> <NA>
## 2.592607e-02 1.984138e-02 1.778978e-02 1.179381e-02 2.058855e-03 5.317713e-04
## <NA>
## 1.201921e-06
cumvar_cvd <- cumsum(propvar)
cumvar_cvd
## PC1 PC2 PC3 PC4 PC5 <NA> <NA> <NA>
## 0.2114299 0.3485863 0.4691805 0.5418420 0.6052711 0.6619595 0.7159175 0.7645660
## <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## 0.8120565 0.8545888 0.8931212 0.9220571 0.9479832 0.9678246 0.9856144 0.9974082
## <NA> <NA> <NA>
## 0.9994670 0.9999988 1.0000000
matlambdas <- rbind(eigen_cvd,propvar,cumvar_cvd)
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
round(matlambdas,4)
## PC1 PC2 PC3 PC4 PC5 <NA> <NA> <NA>
## Eigenvalues 4.0172 2.6060 2.2913 1.3806 1.2052 1.0771 1.0252 0.9243
## Prop. variance 0.2114 0.1372 0.1206 0.0727 0.0634 0.0567 0.0540 0.0486
## Cum. prop. variance 0.2114 0.3486 0.4692 0.5418 0.6053 0.6620 0.7159 0.7646
## <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA>
## Eigenvalues 0.9023 0.8081 0.7321 0.5498 0.4926 0.3770 0.3380 0.2241
## Prop. variance 0.0475 0.0425 0.0385 0.0289 0.0259 0.0198 0.0178 0.0118
## Cum. prop. variance 0.8121 0.8546 0.8931 0.9221 0.9480 0.9678 0.9856 0.9974
## <NA> <NA> <NA>
## Eigenvalues 0.0391 0.0101 0
## Prop. variance 0.0021 0.0005 0
## Cum. prop. variance 0.9995 1.0000 1
summary(cvd_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.0043 1.6143 1.5137 1.17498 1.09779 1.03782 1.01252
## Proportion of Variance 0.2114 0.1372 0.1206 0.07266 0.06343 0.05669 0.05396
## Cumulative Proportion 0.2114 0.3486 0.4692 0.54184 0.60527 0.66196 0.71592
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.96142 0.94991 0.89895 0.85564 0.74147 0.70185 0.61399
## Proportion of Variance 0.04865 0.04749 0.04253 0.03853 0.02894 0.02593 0.01984
## Cumulative Proportion 0.76457 0.81206 0.85459 0.89312 0.92206 0.94798 0.96782
## PC15 PC16 PC17 PC18 PC19
## Standard deviation 0.58138 0.47337 0.19778 0.10052 0.004779
## Proportion of Variance 0.01779 0.01179 0.00206 0.00053 0.000000
## Cumulative Proportion 0.98561 0.99741 0.99947 1.00000 1.000000
cvd_pca$rotation
## PC1 PC2 PC3 PC4
## USMER -0.266096311 -4.023305e-02 0.041725603 -0.434008383
## MEDICAL_UNIT 0.367266146 5.361339e-03 0.007636256 -0.065293896
## PATIENT_TYPE 0.456351626 3.598087e-03 0.002346158 0.146278292
## INTUBED -0.465533525 -1.875558e-05 -0.005437732 -0.064434225
## PNEUMONIA -0.071627014 1.142546e-02 -0.007771891 0.373672370
## AGE 0.206369088 -2.755407e-02 0.003740276 -0.477170391
## PREGNANT 0.134179632 4.531309e-02 -0.032132881 0.106574074
## DIABETES -0.003893696 -5.994642e-01 -0.022030098 0.031684104
## COPD -0.073953410 -5.382236e-03 0.006729938 0.387558324
## ASTHMA -0.010152461 6.016644e-03 -0.005371057 0.083669554
## INMSUPR 0.022633367 -5.225523e-01 -0.014446537 0.027949609
## HIPERTENSION -0.001529946 -5.991461e-01 -0.013836045 0.048568814
## OTHER_DISEASE 0.030175575 5.075625e-03 -0.008786891 -0.131407944
## CARDIOVASCULAR 0.007659095 -1.316648e-02 0.610086411 0.037674179
## OBESITY -0.089877079 5.907289e-02 -0.090367333 0.442900179
## RENAL_CHRONIC 0.018178526 -1.135794e-02 0.552949502 0.063705670
## TOBACCO -0.001939589 -1.091031e-02 0.553603189 -0.003574825
## CLASIFFICATION_FINAL -0.267222723 6.352891e-04 0.058257165 0.136326816
## ICU -0.465527644 1.065713e-04 -0.005161188 -0.065524587
## PC5 PC6 PC7 PC8
## USMER -0.215230421 0.179033933 -0.027368609 -0.118406824
## MEDICAL_UNIT 0.061650071 -0.372142046 -0.113085278 0.082215043
## PATIENT_TYPE 0.106877978 0.162540462 -0.047983106 -0.073695780
## INTUBED 0.052806204 -0.236767333 -0.017034788 -0.005800645
## PNEUMONIA 0.615629845 -0.206677501 -0.222113731 -0.267410006
## AGE -0.044590385 -0.018691344 -0.038291266 -0.228040255
## PREGNANT -0.250908887 0.010815822 0.388578408 -0.559547412
## DIABETES -0.006741206 -0.005322309 0.032020382 -0.011604819
## COPD -0.460209483 -0.107602412 -0.223347188 0.342312048
## ASTHMA -0.083349758 -0.579264425 0.556586195 -0.135278952
## INMSUPR 0.011812858 0.014510549 0.006217981 -0.017457129
## HIPERTENSION -0.011632411 -0.001162781 0.024825744 -0.000222060
## OTHER_DISEASE 0.378822297 0.166989233 0.590992825 0.560419328
## CARDIOVASCULAR -0.014903875 0.001812412 0.021138321 0.019862967
## OBESITY -0.265712949 0.257905639 0.238177891 0.018530837
## RENAL_CHRONIC -0.015376827 0.036557534 0.050502704 -0.016911434
## TOBACCO -0.015426860 -0.060819258 -0.003354248 0.004693004
## CLASIFFICATION_FINAL 0.234664014 0.448049606 0.106772262 -0.293388159
## ICU 0.052785836 -0.237156822 -0.017709242 -0.006498368
## PC9 PC10 PC11 PC12
## USMER 0.123298062 -0.167182438 0.156167545 -0.65972310
## MEDICAL_UNIT -0.203670519 0.194461013 0.032043634 0.07783607
## PATIENT_TYPE 0.155239029 -0.116888145 0.088074640 -0.19200612
## INTUBED -0.213098197 0.096629184 -0.006478922 0.09181645
## PNEUMONIA -0.137477817 -0.023601939 0.272225194 -0.40008584
## AGE -0.130933701 0.345237905 0.640567429 0.14226557
## PREGNANT -0.573696930 -0.314796368 -0.085862295 0.01246673
## DIABETES -0.027252125 -0.003200013 -0.060067055 -0.06838200
## COPD -0.113484790 -0.367263018 0.548845775 0.04934389
## ASTHMA 0.541789845 -0.036320394 0.158554567 -0.04253554
## INMSUPR 0.015169346 0.065669923 0.097330427 0.16203882
## HIPERTENSION -0.036094650 -0.013005081 -0.058667334 -0.06836745
## OTHER_DISEASE -0.283782766 -0.130788847 0.201037416 -0.09187520
## CARDIOVASCULAR -0.005878254 0.048354070 -0.026189494 -0.05876641
## OBESITY -0.069001448 0.706197931 0.072093383 -0.26111565
## RENAL_CHRONIC -0.012713891 0.093520148 0.014659621 0.11090822
## TOBACCO -0.063961289 -0.023917927 -0.026127399 -0.09113055
## CLASIFFICATION_FINAL 0.255181004 -0.122418007 0.291275601 0.42926847
## ICU -0.212708409 0.096099303 -0.006892012 0.09023937
## PC13 PC14 PC15 PC16
## USMER 0.084613450 -0.1533087780 0.33190384 -0.026222961
## MEDICAL_UNIT -0.030029247 -0.0296845575 0.77998409 0.044982465
## PATIENT_TYPE 0.007043852 -0.0117348520 -0.02759812 -0.017006516
## INTUBED 0.014271840 -0.0010106704 0.01477728 0.011600543
## PNEUMONIA 0.059937960 -0.0385054665 -0.09096906 -0.014513730
## AGE -0.018015722 0.1634713757 -0.28042076 0.018737226
## PREGNANT 0.012207340 -0.0561820116 0.01322084 0.030510380
## DIABETES 0.043792869 0.3551534453 0.02689041 0.008783034
## COPD 0.018219819 0.0364984648 0.01947946 0.011543096
## ASTHMA -0.000749419 0.0132539796 -0.01401274 -0.003643330
## INMSUPR -0.100253425 -0.8187234475 -0.06267206 -0.013554315
## HIPERTENSION 0.032620919 0.3554996691 0.03417282 0.003514536
## OTHER_DISEASE 0.007083819 -0.0174000274 0.01048879 -0.004526050
## CARDIOVASCULAR 0.016061903 -0.0229935163 -0.05537515 0.784028982
## OBESITY -0.073555008 -0.0062157126 0.08378726 -0.015695147
## RENAL_CHRONIC 0.680183373 -0.0459902557 0.03097274 -0.445162733
## TOBACCO -0.700321599 0.0667249423 -0.03407630 -0.423778919
## CLASIFFICATION_FINAL -0.123457678 0.1111178076 0.41763635 0.045347145
## ICU 0.013931412 -0.0002773287 0.01633522 0.013028157
## PC17 PC18 PC19
## USMER 0.004992494 -0.0032153812 1.385535e-03
## MEDICAL_UNIT 0.018586808 0.0041757815 8.610244e-04
## PATIENT_TYPE -0.800612175 -0.0121632289 -4.107749e-04
## INTUBED -0.395588586 -0.0104123031 7.067881e-01
## PNEUMONIA 0.212775117 0.0047139869 3.302851e-04
## AGE 0.011281088 -0.0089516283 -2.208671e-04
## PREGNANT 0.015070137 0.0015372565 4.683569e-06
## DIABETES -0.013721211 0.7069824502 1.741873e-03
## COPD 0.005909263 0.0135411684 -3.524959e-04
## ASTHMA -0.001651146 -0.0074447693 3.169356e-05
## INMSUPR 0.000143079 -0.0001286904 -7.819971e-04
## HIPERTENSION 0.011414719 -0.7066639864 -1.331401e-03
## OTHER_DISEASE -0.001103845 0.0019889300 -4.952032e-04
## CARDIOVASCULAR -0.002999397 0.0003852650 8.360110e-04
## OBESITY -0.018465239 0.0015892124 -4.749962e-04
## RENAL_CHRONIC 0.001417274 -0.0003333204 -7.366918e-04
## TOBACCO -0.001875702 0.0105504030 -1.346392e-05
## CLASIFFICATION_FINAL -0.005991093 0.0015444391 1.746574e-05
## ICU -0.394693508 -0.0073301534 -7.074181e-01
print(cvd_pca)
## Standard deviations (1, .., p=19):
## [1] 2.004287379 1.614302169 1.513700849 1.174976023 1.097794546 1.037824573
## [7] 1.012522670 0.961415939 0.949905607 0.898950751 0.855637567 0.741473529
## [13] 0.701851304 0.613992076 0.581382730 0.473373355 0.197783311 0.100516940
## [19] 0.004778754
##
## Rotation (n x k) = (19 x 19):
## PC1 PC2 PC3 PC4
## USMER -0.266096311 -4.023305e-02 0.041725603 -0.434008383
## MEDICAL_UNIT 0.367266146 5.361339e-03 0.007636256 -0.065293896
## PATIENT_TYPE 0.456351626 3.598087e-03 0.002346158 0.146278292
## INTUBED -0.465533525 -1.875558e-05 -0.005437732 -0.064434225
## PNEUMONIA -0.071627014 1.142546e-02 -0.007771891 0.373672370
## AGE 0.206369088 -2.755407e-02 0.003740276 -0.477170391
## PREGNANT 0.134179632 4.531309e-02 -0.032132881 0.106574074
## DIABETES -0.003893696 -5.994642e-01 -0.022030098 0.031684104
## COPD -0.073953410 -5.382236e-03 0.006729938 0.387558324
## ASTHMA -0.010152461 6.016644e-03 -0.005371057 0.083669554
## INMSUPR 0.022633367 -5.225523e-01 -0.014446537 0.027949609
## HIPERTENSION -0.001529946 -5.991461e-01 -0.013836045 0.048568814
## OTHER_DISEASE 0.030175575 5.075625e-03 -0.008786891 -0.131407944
## CARDIOVASCULAR 0.007659095 -1.316648e-02 0.610086411 0.037674179
## OBESITY -0.089877079 5.907289e-02 -0.090367333 0.442900179
## RENAL_CHRONIC 0.018178526 -1.135794e-02 0.552949502 0.063705670
## TOBACCO -0.001939589 -1.091031e-02 0.553603189 -0.003574825
## CLASIFFICATION_FINAL -0.267222723 6.352891e-04 0.058257165 0.136326816
## ICU -0.465527644 1.065713e-04 -0.005161188 -0.065524587
## PC5 PC6 PC7 PC8
## USMER -0.215230421 0.179033933 -0.027368609 -0.118406824
## MEDICAL_UNIT 0.061650071 -0.372142046 -0.113085278 0.082215043
## PATIENT_TYPE 0.106877978 0.162540462 -0.047983106 -0.073695780
## INTUBED 0.052806204 -0.236767333 -0.017034788 -0.005800645
## PNEUMONIA 0.615629845 -0.206677501 -0.222113731 -0.267410006
## AGE -0.044590385 -0.018691344 -0.038291266 -0.228040255
## PREGNANT -0.250908887 0.010815822 0.388578408 -0.559547412
## DIABETES -0.006741206 -0.005322309 0.032020382 -0.011604819
## COPD -0.460209483 -0.107602412 -0.223347188 0.342312048
## ASTHMA -0.083349758 -0.579264425 0.556586195 -0.135278952
## INMSUPR 0.011812858 0.014510549 0.006217981 -0.017457129
## HIPERTENSION -0.011632411 -0.001162781 0.024825744 -0.000222060
## OTHER_DISEASE 0.378822297 0.166989233 0.590992825 0.560419328
## CARDIOVASCULAR -0.014903875 0.001812412 0.021138321 0.019862967
## OBESITY -0.265712949 0.257905639 0.238177891 0.018530837
## RENAL_CHRONIC -0.015376827 0.036557534 0.050502704 -0.016911434
## TOBACCO -0.015426860 -0.060819258 -0.003354248 0.004693004
## CLASIFFICATION_FINAL 0.234664014 0.448049606 0.106772262 -0.293388159
## ICU 0.052785836 -0.237156822 -0.017709242 -0.006498368
## PC9 PC10 PC11 PC12
## USMER 0.123298062 -0.167182438 0.156167545 -0.65972310
## MEDICAL_UNIT -0.203670519 0.194461013 0.032043634 0.07783607
## PATIENT_TYPE 0.155239029 -0.116888145 0.088074640 -0.19200612
## INTUBED -0.213098197 0.096629184 -0.006478922 0.09181645
## PNEUMONIA -0.137477817 -0.023601939 0.272225194 -0.40008584
## AGE -0.130933701 0.345237905 0.640567429 0.14226557
## PREGNANT -0.573696930 -0.314796368 -0.085862295 0.01246673
## DIABETES -0.027252125 -0.003200013 -0.060067055 -0.06838200
## COPD -0.113484790 -0.367263018 0.548845775 0.04934389
## ASTHMA 0.541789845 -0.036320394 0.158554567 -0.04253554
## INMSUPR 0.015169346 0.065669923 0.097330427 0.16203882
## HIPERTENSION -0.036094650 -0.013005081 -0.058667334 -0.06836745
## OTHER_DISEASE -0.283782766 -0.130788847 0.201037416 -0.09187520
## CARDIOVASCULAR -0.005878254 0.048354070 -0.026189494 -0.05876641
## OBESITY -0.069001448 0.706197931 0.072093383 -0.26111565
## RENAL_CHRONIC -0.012713891 0.093520148 0.014659621 0.11090822
## TOBACCO -0.063961289 -0.023917927 -0.026127399 -0.09113055
## CLASIFFICATION_FINAL 0.255181004 -0.122418007 0.291275601 0.42926847
## ICU -0.212708409 0.096099303 -0.006892012 0.09023937
## PC13 PC14 PC15 PC16
## USMER 0.084613450 -0.1533087780 0.33190384 -0.026222961
## MEDICAL_UNIT -0.030029247 -0.0296845575 0.77998409 0.044982465
## PATIENT_TYPE 0.007043852 -0.0117348520 -0.02759812 -0.017006516
## INTUBED 0.014271840 -0.0010106704 0.01477728 0.011600543
## PNEUMONIA 0.059937960 -0.0385054665 -0.09096906 -0.014513730
## AGE -0.018015722 0.1634713757 -0.28042076 0.018737226
## PREGNANT 0.012207340 -0.0561820116 0.01322084 0.030510380
## DIABETES 0.043792869 0.3551534453 0.02689041 0.008783034
## COPD 0.018219819 0.0364984648 0.01947946 0.011543096
## ASTHMA -0.000749419 0.0132539796 -0.01401274 -0.003643330
## INMSUPR -0.100253425 -0.8187234475 -0.06267206 -0.013554315
## HIPERTENSION 0.032620919 0.3554996691 0.03417282 0.003514536
## OTHER_DISEASE 0.007083819 -0.0174000274 0.01048879 -0.004526050
## CARDIOVASCULAR 0.016061903 -0.0229935163 -0.05537515 0.784028982
## OBESITY -0.073555008 -0.0062157126 0.08378726 -0.015695147
## RENAL_CHRONIC 0.680183373 -0.0459902557 0.03097274 -0.445162733
## TOBACCO -0.700321599 0.0667249423 -0.03407630 -0.423778919
## CLASIFFICATION_FINAL -0.123457678 0.1111178076 0.41763635 0.045347145
## ICU 0.013931412 -0.0002773287 0.01633522 0.013028157
## PC17 PC18 PC19
## USMER 0.004992494 -0.0032153812 1.385535e-03
## MEDICAL_UNIT 0.018586808 0.0041757815 8.610244e-04
## PATIENT_TYPE -0.800612175 -0.0121632289 -4.107749e-04
## INTUBED -0.395588586 -0.0104123031 7.067881e-01
## PNEUMONIA 0.212775117 0.0047139869 3.302851e-04
## AGE 0.011281088 -0.0089516283 -2.208671e-04
## PREGNANT 0.015070137 0.0015372565 4.683569e-06
## DIABETES -0.013721211 0.7069824502 1.741873e-03
## COPD 0.005909263 0.0135411684 -3.524959e-04
## ASTHMA -0.001651146 -0.0074447693 3.169356e-05
## INMSUPR 0.000143079 -0.0001286904 -7.819971e-04
## HIPERTENSION 0.011414719 -0.7066639864 -1.331401e-03
## OTHER_DISEASE -0.001103845 0.0019889300 -4.952032e-04
## CARDIOVASCULAR -0.002999397 0.0003852650 8.360110e-04
## OBESITY -0.018465239 0.0015892124 -4.749962e-04
## RENAL_CHRONIC 0.001417274 -0.0003333204 -7.366918e-04
## TOBACCO -0.001875702 0.0105504030 -1.346392e-05
## CLASIFFICATION_FINAL -0.005991093 0.0015444391 1.746574e-05
## ICU -0.394693508 -0.0073301534 -7.074181e-01
## Sample scores stored in cvdow_pca$x
cvd_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -2.392819297 4.823214e-02 -0.0799646560 -0.9602851400 -0.6025143467
## [2,] -2.094573428 -3.159112e-02 0.0479716742 -2.0092386047 -0.1253247513
## [3,] 0.577749396 1.604600e-01 -0.1179725402 0.0743036765 -1.0374939928
## [4,] -3.090544132 -1.200249e-01 0.0378966782 -0.3506133590 -0.0341909110
## [5,] -2.098013275 3.224082e-01 -0.1374703535 -0.7995491125 -1.0662892560
## [6,] 0.153683880 -9.776925e-02 -0.0627462855 0.1883758308 -0.5467978872
## [7,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [8,] -2.410645396 3.550594e-01 -0.1931007085 -0.9675324666 -0.5974746241
## [9,] 0.370755610 1.155002e-01 0.1989561577 -0.9746228432 0.2483771159
## [10,] -0.000632336 -7.703474e-02 -0.0659967018 0.5597652531 -0.4714070214
## [11,] -2.667049749 -1.014527e-01 -0.0896835491 -0.2976206924 -0.5049346168
## [12,] 0.258167154 1.505323e-02 -0.1305370723 0.7962398419 -0.9718098748
## [13,] 0.317886324 7.079623e-03 -0.1294547097 0.6581560811 -0.9847134585
## [14,] -2.229092749 -3.328552e-02 -0.1509768317 -0.4753973861 -1.0440482212
## [15,] -2.566305755 7.186134e-02 -0.0810220036 -0.5376230348 -0.5243421630
## [16,] -2.816347674 -8.151865e-02 -0.0923894556 0.0475887098 -0.4726756576
## [17,] 0.562125743 3.543765e-02 -0.0511177099 -0.7459053233 -0.6303190177
## [18,] -2.169373579 -4.125913e-02 -0.1498944690 -0.6134811469 -1.0569518049
## [19,] -2.239045944 -3.195659e-02 -0.1511572254 -0.4523834259 -1.0418976239
## [20,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [21,] 0.623028752 1.567671e-01 -0.2398065498 -0.0431119015 -1.0857996181
## [22,] -2.477922624 -6.215503e-05 -0.1554866760 0.0999516175 -0.9902832892
## [23,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [24,] -2.786488089 -8.550546e-02 -0.0918482743 -0.0214531707 -0.4791274494
## [25,] -2.671094442 -9.892555e-02 -0.2127139340 -0.3117951026 -0.5015132972
## [26,] -2.537641794 7.911453e-03 -0.1565690386 0.2380353783 -0.9773797056
## [27,] -2.458016234 -2.720024e-03 -0.1551258884 0.0539236972 -0.9945844838
## [28,] -2.288811919 -2.531191e-02 -0.1520591943 -0.3373136252 -1.0311446375
## [29,] -2.387912599 -9.596644e-03 -0.2769575823 -0.1063791563 -1.0062084807
## [30,] -2.507782209 3.924649e-03 -0.1560278573 0.1689934979 -0.9838314974
## [31,] 0.472202540 -1.365488e-02 -0.1262042933 0.2867666588 -1.0601043243
## [32,] -2.476727000 5.990093e-02 -0.0793984597 -0.7447486761 -0.5436975385
## [33,] -2.527688599 6.582518e-03 -0.1563886448 0.2150214182 -0.9795303028
## [34,] -2.408250259 -9.364697e-03 -0.1542239196 -0.0611461035 -1.0053374702
## [35,] -2.557564604 -1.160710e-01 -0.0876992176 -0.5507742539 -0.5285911869
## [36,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [37,] -2.846207259 -7.753185e-02 -0.0929306370 0.1166305902 -0.4662238657
## [38,] -2.240036224 -2.857258e-01 -0.0264322878 -1.9569554225 0.2009103789
## [39,] -2.314647468 -2.154198e-02 -0.3403960445 -0.3001916206 -1.0802750183
## [40,] -2.547180138 -1.149740e-01 -0.2106132741 -0.5729933466 -0.5273116001
## [41,] -2.677002944 -1.001237e-01 -0.0898639428 -0.2746067322 -0.5027840195
## [42,] 0.491861860 -1.365674e-02 -0.1259805027 0.2895107541 -1.0623338957
## [43,] -2.873820343 -1.114033e-01 -0.0258032385 -0.3356240058 -0.2706380625
## [44,] -3.072884243 -8.482458e-02 -0.0294111140 0.1246551971 -0.2276261169
## [45,] -2.903679928 -1.074165e-01 -0.0263444199 -0.2665821253 -0.2641862707
## [46,] -2.794178363 4.605520e-03 -0.0935906969 0.3151018657 -0.7323301649
## [47,] -3.196175930 -8.714202e-02 0.0021682537 0.1516814607 -0.1061766452
## [48,] -2.927423245 3.617022e-03 -0.0621917230 0.3651420894 -0.6087300959
## [49,] -3.366038739 -8.470814e-02 0.0345358576 0.2674477555 0.0522549465
## [50,] -3.319467617 -8.945945e-02 0.0337476214 0.1787077243 0.0152728264
## [51,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [52,] -2.339725010 -4.107077e-03 -0.1868707528 -2.4855236487 2.0793507117
## [53,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [54,] -0.394250714 2.704645e-02 -0.0071059018 1.2725682586 -0.4516024316
## [55,] -2.749796544 -1.076807e-01 0.1723562984 -1.8053019663 0.6933767757
## [56,] 0.003877086 -2.611093e-02 0.0001098491 0.3520098529 -0.5376263228
## [57,] 0.028040312 -9.431593e-02 0.1299068386 -1.1911055722 0.6634385054
## [58,] -0.318611504 7.956252e-02 0.0706525838 0.2893622394 -0.0611311453
## [59,] -0.179899086 2.090945e-03 -0.1259388936 0.7882886583 -0.5354316422
## [60,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [61,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [62,] -0.583377839 -7.434406e-02 0.0586972251 0.8749959487 0.0337462409
## [63,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [64,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [65,] -0.530377030 -8.344772e-02 0.0617359218 0.7661691594 -0.0634992237
## [66,] -0.003001003 3.298289e-02 0.1308095435 -0.2919453869 0.2636923920
## [67,] -0.259656688 1.405175e-02 -0.1274477202 0.9967736396 -0.5171902956
## [68,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [69,] -2.531717000 -1.990694e-01 0.2258850516 -1.4624589008 0.1945278241
## [70,] -2.781547396 -3.215572e-02 -0.1488361737 -0.2284137034 -0.5419165667
## [71,] -2.781978667 -3.458165e-02 -0.0257417234 -0.2292085708 -0.5453467508
## [72,] -3.180122887 -1.080645e-01 0.0362731343 -0.1434877177 -0.0148355355
## [73,] -2.691924017 1.398245e-01 -0.0198144281 -0.4514417157 -0.5610838231
## [74,] -3.364215301 -8.361526e-02 0.0333901623 0.2675975048 -0.0171060937
## [75,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [76,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [77,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [78,] -3.100497327 -1.186960e-01 0.0377162844 -0.3275993989 -0.0320403137
## [79,] -3.110450522 -1.173671e-01 0.0375358907 -0.3045854387 -0.0298897164
## [80,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [81,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [82,] -3.269701642 -9.610412e-02 0.0346495903 0.0636379236 0.0045198400
## [83,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [84,] -3.160200077 1.591787e-02 -0.0325966868 0.6453219146 -0.4636240542
## [85,] 0.342285716 -7.129471e-02 0.0062432373 -0.4304647919 -0.6107466303
## [86,] -3.189644812 -1.043097e-01 -0.0870017098 -0.1196788901 -0.0092547541
## [87,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [88,] -3.010426257 1.823504e-01 -0.0255870288 0.2850050089 -0.4922647101
## [89,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [90,] -3.299129957 -8.969140e-02 -0.0889860413 0.1334746715 0.0144018160
## [91,] -2.731000648 1.453770e-01 -0.0179821469 -0.3541411126 -0.5540013106
## [92,] -3.249363982 -9.633607e-02 -0.0880840724 0.0184048708 0.0036488296
## [93,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [94,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [95,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [96,] -3.130356912 -1.147092e-01 0.0371751031 -0.2585575184 -0.0255885219
## [97,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [98,] -3.070621322 3.957457e-03 -0.0309731428 0.4381962733 -0.4829794297
## [99,] -3.080143247 7.712314e-03 -0.1542479869 0.4620051009 -0.4773986483
## [100,] -3.358849127 -8.171779e-02 -0.0900684039 0.2715584323 0.0273053996
## [101,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [102,] -2.831744642 -2.793697e-02 -0.0266436923 -0.1141387701 -0.5345937644
## [103,] -0.229797103 1.006495e-02 -0.1269065389 0.9277317592 -0.5236420874
## [104,] -0.080367135 -1.119840e-02 -0.1241349559 0.5581490569 -0.5569376150
## [105,] -2.790719818 1.533506e-01 -0.0190645095 -0.2160573517 -0.5410977269
## [106,] -3.259748447 -9.743306e-02 0.0348299841 0.0406239634 0.0023692428
## [107,] -2.960676701 4.906543e-02 0.0445455487 -0.6649023444 -0.0585303724
## [108,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [109,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [110,] -3.130340492 1.193107e-02 -0.0320555055 0.5762800341 -0.4700758460
## [111,] -3.030824962 -1.279986e-01 0.0389790409 -0.4886971199 -0.0470944947
## [112,] -3.375991934 -8.337921e-02 0.0343554638 0.2904617156 0.0544055437
## [113,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [114,] -3.289608032 -9.344625e-02 0.0342888028 0.1096658438 0.0088210346
## [115,] -2.961136177 -1.066082e-02 -0.0289888113 0.1850427117 -0.5066359998
## [116,] -3.329420812 -8.813052e-02 0.0335672277 0.2017216844 0.0174234237
## [117,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [118,] -2.816313680 2.965987e-02 0.0476155712 -1.0132778066 -0.1317706409
## [119,] -3.418999567 -7.617010e-02 0.0319436837 0.4088473257 0.0367787992
## [120,] -2.762072277 -3.723952e-02 -0.0253809359 -0.2752364911 -0.5496479453
## [121,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [122,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [123,] -2.692399912 -4.654206e-02 -0.0241181795 -0.4363342121 -0.5647021263
## [124,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [125,] -2.772025472 -3.591058e-02 -0.0255613297 -0.2522225310 -0.5474973481
## [126,] -3.080590937 -1.213539e-01 0.0380770720 -0.3736273191 -0.0363415083
## [127,] -3.259748447 -9.743306e-02 0.0348299841 0.0406239634 0.0023692428
## [128,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [129,] -3.010902152 -4.016150e-03 -0.0298907802 0.3001125124 -0.4958830134
## [130,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [131,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
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## [427,] 1.792858759 3.888637e-01 0.0826970779 -0.3142970863 0.6654737605
## [428,] 2.079623767 6.922625e-02 -0.1880817340 0.7823168431 -0.4877809859
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## [448,] 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
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## [451,] 1.707881460 8.093046e-02 0.2261526065 -1.9993243873 0.2885239504
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## [453,] 2.070348912 7.032510e-02 -0.3112195812 0.7573536551 -0.4842718277
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## [457,] 1.683989538 8.186939e-02 -0.1274919083 1.1328067568 -0.2146947064
## [458,] 1.457385436 7.749339e-02 0.1663466334 -1.9838195705 0.5338076450
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## [460,] 2.250763091 4.169482e-01 -0.1737166839 0.3173372605 -0.5206960329
## [461,] 1.607137467 -9.238355e-02 0.2174910610 -1.7593220448 0.3079314966
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## [468,] 1.477086901 7.324812e-02 -0.0636772741 1.1191767436 0.0206384162
## [469,] 1.054180263 3.494990e-01 0.0333019140 -0.0546303918 -0.4304320058
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## [477,] 1.665441265 1.575475e-01 -0.0977741157 -0.4046669267 -0.9430989180
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## [480,] 1.974128786 4.370919e-01 -0.2678736076 0.6753985159 -0.3635662824
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## [485,] 1.646716698 -7.960298e-04 -0.1270812469 0.9388608814 0.0912788731
## [486,] 1.942054393 2.755313e-01 -0.3067784130 1.0710711113 -0.4531805817
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## [496,] 1.912937638 1.398265e-01 0.2125105455 -3.6590748257 2.7948149104
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## [500,] 2.350698989 9.087308e-02 -0.0548848703 -0.5112740432 0.2548408818
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## [503,] 1.701500964 -8.241187e-03 -0.1256347683 0.7976110605 0.0373939801
## [504,] 1.854684012 1.309684e-01 -0.0942809577 -0.8663054696 -0.9849968348
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## [508,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
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## [510,] 1.089027919 -2.893036e-03 -0.0014163463 1.1575103364 0.5479624658
## [511,] 1.347827409 8.919494e-02 -0.0659567168 1.3939849253 0.0475596124
## [512,] 1.628204808 4.249547e-01 -0.0497443321 0.7246237967 -0.0069403816
## [513,] 1.108703658 1.237454e-01 -0.0704231642 1.9950919843 0.1012455703
## [514,] 1.234995492 3.509433e-01 0.0119064097 0.8135107098 0.5645521431
## [515,] 1.933144628 1.394021e-01 -0.1271264102 -0.7750958724 -1.0547120108
## [516,] 2.291284697 9.665759e-02 0.0696810737 -0.3687403873 0.2627944047
## [517,] 1.661573157 -1.598766e-03 -0.1264276638 0.9140656165 0.0470314240
## [518,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [519,] 1.119343206 2.892727e-01 -0.0315418805 -0.0079727127 -0.3792668853
## [520,] 2.007886225 1.704758e-01 -0.1501808368 -1.8840741779 -0.2998989827
## [521,] 2.133791000 7.716948e-02 0.1320464936 -0.5758302795 0.4857862261
## [522,] 1.451243386 1.731985e-01 -0.0560972585 0.8436075667 0.3244866883
## [523,] 1.878035147 5.609118e-02 -0.1244285426 0.6987075741 -0.2145747455
## [524,] 0.681603864 2.772125e-01 -0.0273094288 -0.0033538138 0.0991203605
## [525,] 0.725232512 8.034705e-02 0.0922757767 -0.1148997561 0.0814067254
## [526,] 1.578014030 -8.815992e-02 0.2195037360 -1.6850354018 0.3128634118
## [527,] 1.812674048 3.501104e-01 -0.1124890776 0.5194872543 0.0194541399
## [528,] 2.269412812 4.374640e-02 -0.3076117057 0.2970744523 -0.5272837733
## [529,] 1.961812321 1.475625e-01 -0.2372526932 0.2145789387 -0.0119578837
## [530,] 2.263963251 4.212097e-02 -0.1850617652 0.3224596050 -0.4875820508
## [531,] 2.331820442 2.750524e-01 0.0748433971 -0.5246757470 0.2557386957
## [532,] 2.020151667 7.454385e-02 -0.1890270998 0.8716285883 -0.4769490253
## [533,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [534,] 1.842993588 6.326245e-02 -0.1247426048 0.8133554101 -0.2470326398
## [535,] 1.459758609 -1.713633e-01 0.2089850505 -1.1098373631 0.0801822714
## [536,] 1.539252127 -1.806655e-01 0.2103625243 -1.2695757440 0.0640140616
## [537,] 1.518587620 4.409023e-01 -0.0517943399 1.0021506584 0.0177527569
## [538,] 2.182778479 -6.687028e-03 0.2253198807 -3.2704723174 3.8539644332
## [539,] 1.488320247 -7.487283e-02 0.2178088715 -1.4535110451 0.3332538421
## [540,] 2.380082679 -9.948025e-02 -0.0586474403 -0.5652084201 0.2447707867
## [541,] 2.080835810 2.558296e-01 -0.1812241263 0.7724541020 -0.4856825593
## [542,] 2.150755246 2.438711e-01 -0.1798243730 0.5625843655 -0.5028083634
## [543,] 1.965843296 2.683555e-01 -0.1861698270 0.9977709057 -0.4194458291
## [544,] 1.965826876 1.417153e-01 -0.1169392184 0.1629333531 0.0250414950
## [545,] 1.782338568 1.677307e-01 -0.1173340104 0.6036366383 0.0222876285
## [546,] 2.269457437 2.276870e-01 -0.1802135040 0.2811720812 -0.5270956541
## [547,] 1.426402091 1.763848e-01 -0.0560939301 0.8864694269 0.2878065735
## [548,] 1.797452203 -9.811626e-02 0.0661178071 -0.2743764398 0.7488889942
## [549,] 2.310235191 4.116306e-01 -0.1727713181 0.2280255152 -0.5315279935
## [550,] 1.614772427 -2.748469e-01 -0.1012836723 -1.8026400517 0.3092373837
## [551,] 1.842418606 3.474503e-01 -0.1120192168 0.4748440893 0.0140374028
## [552,] 1.641014286 -2.363403e-02 -0.2254690396 -0.3577059131 -0.9389947071
## [553,] 1.658115485 8.757513e-02 0.2252506376 -1.8842545865 0.2992769368
## [554,] 2.001210250 2.664611e-01 -0.1826672765 0.9565657832 -0.4684777811
## [555,] 1.399254200 1.849385e-01 -0.3399133528 -0.6862587053 -0.5262731172
## [556,] 1.351944984 8.958454e-02 0.2873926868 -1.7164915987 0.5540428955
## [557,] 2.011792130 2.509503e-01 -0.2333394811 -0.8560346357 0.7143585070
## [558,] 2.150508176 2.465271e-01 -0.1799613699 0.6113563810 -0.5007367402
## [559,] 2.060193272 2.582507e-01 -0.1841387701 0.8132372598 -0.4798614881
## [560,] 1.777553825 7.162792e-02 0.2274153629 -2.1604221082 0.2734697695
## [561,] 1.742886656 3.607396e-01 -0.1138231545 0.7049836907 0.0355433756
## [562,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [563,] -1.586870568 3.968107e-01 -0.1251809114 0.0615347350 -0.8486794157
## [564,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [565,] 0.042243369 -6.742635e-03 -0.1817207723 -2.0465311683 0.0115076173
## [566,] 1.996391930 5.893707e-02 -0.1556437943 0.6685152505 -0.3770055265
## [567,] 1.556844504 6.128731e-02 -0.0621684476 0.9106917623 0.0023970696
## [568,] 2.070101842 7.298111e-02 -0.3113565781 0.8061256707 -0.4822002045
## [569,] 1.840730667 -2.551959e-02 -0.1231805759 0.4998143339 0.0083206730
## [570,] 2.116110918 1.517551e-01 0.1643838189 -2.1324325007 -0.2451744306
## [571,] 1.616897343 2.132631e-01 -0.0866607355 -1.8718176697 0.3101640309
## [572,] 1.285076125 -1.079476e-01 -0.0380443275 -0.3418167589 -0.4649043405
## [573,] -1.449230196 -1.214045e-01 -0.0645861492 -1.0705280149 -0.4400171834
## [574,] 2.100742201 2.531717e-01 -0.1808633387 0.7264261817 -0.4899837538
## [575,] 1.373512409 7.915837e-02 0.0566213058 -2.8606973763 2.7283923778
## [576,] 0.954243703 -2.667569e-01 0.3366184801 -1.2678861246 0.8245206366
## [577,] -0.177808215 1.666893e-01 -0.1520778662 -0.5841599726 -0.8364129479
## [578,] 1.511932267 2.955259e-01 -0.2867487777 -0.0712717664 -0.9952818860
## [579,] 2.169925487 2.409764e-01 -0.1820174418 0.5113116826 -0.5055896813
## [580,] 1.717711186 2.907428e-01 -0.1151335781 0.7111229635 0.0315240229
## [581,] 1.835959446 -2.737512e-02 -0.1235880888 0.4772223385 0.0493809564
## [582,] 1.822036321 1.637416e-01 -0.1166837558 0.5359795132 0.0147202941
## [583,] 1.535573834 -1.154287e-02 -0.1044229862 -0.0903779413 -0.9187594567
## [584,] 1.980206844 8.118892e-02 -0.1898143512 0.9880577291 -0.4673100678
## [585,] 1.875772226 -3.269086e-02 -0.1228665137 0.3851664979 0.0407785673
## [586,] 1.560122869 3.637398e-01 -0.0831891526 0.8213216996 0.1678248078
## [587,] 1.873100243 5.661964e-02 -0.1240644266 0.6955415141 -0.2555560548
## [588,] 1.634223563 8.851407e-02 -0.1283938772 1.2478765575 -0.2039417201
## [589,] -2.031928599 8.695467e-02 0.0326767827 -0.4898387820 0.0147241077
## [590,] 1.477694839 2.582853e-01 -0.0593078464 1.0796959398 0.0232201511
## [591,] 1.732671662 4.111369e-01 -0.0483045103 0.4976502553 0.0125349550
## [592,] 1.676333936 -2.880526e-01 0.2144500660 -1.9053122622 0.2892590124
## [593,] 2.125830565 2.473294e-01 -0.1807296703 0.6347923059 -0.4553752623
## [594,] 1.811479019 1.635044e-01 -0.1193523295 0.5293754106 0.0173541997
## [595,] 2.172322252 2.989713e-01 0.0718200998 -0.1076803692 0.2922198753
## [596,] 1.800635895 1.386504e-01 -0.0931735800 -0.7198108862 -0.9326318185
## [597,] 2.279410632 2.263581e-01 -0.1800331103 0.2581581211 -0.5292462514
## [598,] 2.241978198 1.630285e-01 0.1423134648 -1.1036156428 0.7216530185
## [599,] 1.957085725 3.296476e-01 -0.1102620044 0.1760845722 0.0292905189
## [600,] 1.463736061 3.524649e-01 -0.0607802905 -0.2033917230 -0.8023462415
## [601,] 1.824730512 2.549496e-01 -0.2413402349 0.8503154568 -0.2372028345
## [602,] 1.378594159 2.740006e-01 -0.1842062344 1.3106304088 0.0481563079
## [603,] 1.394246612 3.296804e-01 0.0147927100 0.4452873476 0.5301425866
## [604,] 1.356416324 1.237795e-02 -0.1076700741 0.3238733413 -0.8800487056
## [605,] 2.029857792 7.587093e-02 -0.1889837029 0.8973866438 -0.4770279995
## [606,] 2.021363710 2.611472e-01 -0.1821694921 0.8617658473 -0.4748505988
## [607,] 2.005180181 7.667327e-02 -0.1897520033 0.9208225687 -0.4316665215
## [608,] 1.778383008 7.330441e-02 0.0379294890 -2.1660122145 0.1916584632
## [609,] -1.011273196 -5.323735e-02 -0.1258794318 -1.2483047086 -0.9791307878
## [610,] 2.389516898 2.133033e-01 -0.1755662430 0.0346480374 -0.5533876434
## [611,] 2.315417165 4.084462e-01 -0.1729984372 0.1824195596 -0.4926183073
## [612,] 2.231796178 -2.466509e-02 0.1379663165 -1.1142661946 0.7181136894
## [613,] 2.296911370 2.278357e-01 -0.3712949244 0.2002970831 -0.5288662740
## [614,] 1.288291373 -2.375535e-01 0.2074803852 -1.0321411168 0.3720957379
## [615,] 1.798409587 6.672266e-02 -0.1258716928 0.8828192553 -0.1973699672
## [616,] 1.626832098 3.381713e-01 -0.1715768041 0.4000743703 0.2928155601
## [617,] 1.436041884 1.746472e-03 -0.1062269239 0.1397616601 -0.8972534839
## [618,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [619,] 2.030104862 7.321491e-02 -0.1888467060 0.8486146282 -0.4790996226
## [620,] 2.200521221 2.372264e-01 -0.1789224041 0.4475145647 -0.5135613498
## [621,] 2.308794322 3.600474e-02 -0.1837956804 0.2042237442 -0.5393163465
## [622,] 2.069654152 -5.608509e-02 -0.1190315192 -0.0295067494 -0.0411430645
## [623,] -1.200383901 -2.798759e-02 -0.1293069134 -0.8110394659 -0.9382694395
## [624,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## [625,] 2.307899942 2.304988e-01 -0.4917208010 0.2076960532 -0.5280699955
## [626,] 1.537393816 3.600977e-01 -0.0931959507 -0.1397214861 -0.9140792952
## [627,] 0.871356442 1.188262e-01 -0.1320152307 0.2909094034 -0.2306873533
## [628,] 1.619235657 -3.599679e-02 -0.0598881721 0.4622329853 0.2858281079
## [629,] 1.496930086 -8.340382e-03 0.2503083263 -1.4608972028 0.1693206132
## [630,] -2.122719398 -8.768828e-02 0.0241956311 -0.2728503997 0.0319810567
## [631,] 1.584789109 1.731662e-01 0.2653371225 -0.6498792215 1.2829207451
## [632,] 1.442341068 7.670608e-02 -0.0646972888 1.1900253440 0.0691855462
## [633,] 1.059168334 1.093768e-03 -0.0019575276 1.2265522168 0.5544142577
## [634,] 1.529314950 4.705333e-02 -0.0289322921 -0.9110660259 -0.5549957101
## [635,] 2.318500447 3.733182e-02 -0.1837522835 0.2299817996 -0.5393953206
## [636,] 2.000704752 1.369280e-01 -0.1158535273 0.0677114525 -0.0245422034
## [637,] 2.031776381 3.195445e-01 -0.1084547383 -0.0111931690 -0.0288955687
## [638,] 1.256884374 2.566730e-02 -0.1094740118 0.5540129427 -0.8585427328
## [639,] 2.419491511 2.079898e-01 -0.1749537412 -0.0587925584 -0.5608744900
## [640,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [641,] 1.885741841 9.262048e-02 -0.1919167286 1.1969900904 -0.4058593541
## [642,] 1.875788646 9.394942e-02 -0.1920971223 1.2200040505 -0.4037087569
## [643,] 1.398032666 2.520625e-01 -0.0264908549 -0.6523635966 -0.4394836092
## [644,] 1.739704681 -3.997935e-02 -0.1011135503 -0.5718643843 -0.9218266614
## [645,] 2.442067664 1.052504e-01 -0.2274224664 -1.3394534367 2.1486194476
## [646,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [647,] -1.601858473 2.722999e-01 -0.0566752064 -0.7241088372 -0.3589095877
## [648,] 2.263941288 1.576883e-01 -0.1813001369 0.2900554493 -0.5333445782
## [649,] 1.975450561 5.334327e-02 0.1427072099 -3.2696379747 2.5954079362
## [650,] 2.014692380 -1.892924e-01 11.7499399386 2.1347361422 -0.3400687393
## [651,] 1.388605162 2.731386e-01 -0.0585145309 1.3408383592 0.0431272731
## [652,] -2.146479135 -1.032951e-01 0.0575789365 -0.4759637375 0.1319245556
## [653,] 0.930697229 3.679734e-01 -0.0918931962 0.2073627196 -0.4012035188
## [654,] 1.697464399 1.577646e-01 -0.0563268961 -1.0837595259 -0.6908653575
## [655,] 1.959501101 4.679334e-03 0.1208958178 -1.5052051393 -0.3085056050
## [656,] 1.905631811 -3.667766e-02 -0.1223253324 0.3161246175 0.0343267754
## [657,] 2.047605600 7.469252e-02 -0.3801085202 0.7907535903 -0.4787196453
## [658,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [659,] 1.625284632 -2.483262e-02 -0.1027337658 -0.3218768828 -0.9391514006
## [660,] 1.923723027 2.028984e-01 0.1366778610 -0.4159409338 0.7884005083
## [661,] 2.073020953 1.829644e-01 0.1393837676 -0.7611503359 0.7561415491
## [662,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [663,] 2.034283669 4.387189e-01 -0.2966798277 -0.0522643823 -0.0289956149
## [664,] 1.756333886 -1.674364e-02 -0.1250312390 0.6613340197 0.0665857346
## [665,] 2.079854417 -6.007003e-02 -0.1187141285 -0.1012927251 -0.0453652849
## [666,] 2.165596245 3.634518e-02 -0.1525771002 0.2772779281 -0.4135656802
## [667,] 1.392850842 -1.091023e-01 0.0530591883 -2.8346717120 2.6087878366
## [668,] 0.924312832 1.804086e-01 0.0266530435 0.2596585936 -0.4060925444
## [669,] 1.999998207 7.985773e-02 -0.1895248842 0.9664285242 -0.4705762076
## [670,] 1.842665676 3.447943e-01 -0.1118822199 0.4260720737 0.0119657797
## [671,] 1.698060308 8.093006e-02 0.2260378890 -2.0006837273 0.2896379793
## [672,] 2.071129686 2.545025e-01 -0.1812675232 0.7466960466 -0.4856035852
## [673,] 1.791211762 -2.153093e-02 -0.1239455479 0.5661121190 0.0170020362
## [674,] 1.706209941 -1.653992e-01 0.1457606387 -1.1395165901 -0.1616801035
## [675,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [676,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [677,] 1.746138344 -2.986845e-01 0.2157784988 -2.0907832834 0.2731682631
## [678,] 1.985257371 -4.730914e-02 -0.1208821822 0.1320129364 0.0171219972
## [679,] 1.876248121 1.536757e-01 -0.1185627623 0.3700589944 0.0443968705
## [680,] 1.641588103 -2.845947e-01 0.2134300513 -1.8344636618 0.3378061424
## [681,] 2.081427328 3.142265e-01 -0.1076240899 -0.1018642543 -0.0386135003
## [682,] 1.388079471 2.533914e-01 -0.0266712487 -0.6293496365 -0.4373330119
## [683,] -0.274132144 -3.916316e-02 -0.1827806739 -2.9166071340 2.5703321628
## [684,] 1.503650664 -1.784924e-03 -0.0957969903 0.9875417651 0.2159929710
## [685,] 1.360452587 -1.444489e-03 -0.0645784102 1.0605959490 0.3417436372
## [686,] 1.426268418 1.330681e-01 0.0674592043 0.5405864837 0.7729300811
## [687,] 1.696036998 1.537975e-01 -0.0946790781 -0.4684640446 -0.9510705865
## [688,] 1.416135494 4.404341e-03 -0.1065877114 0.1857895804 -0.8929522893
## [689,] 2.623358010 5.680973e-02 -0.2387672042 -1.2016212755 0.1967415340
## [690,] 1.646474351 -2.840658e-01 0.2139088847 -1.8362703818 0.2957108043
## [691,] 2.790429489 5.873765e-02 -0.2211086843 -2.1449420417 2.0733485429
## [692,] 1.681726617 -6.912648e-03 -0.1259298794 0.8192656806 0.0406586063
## [693,] 1.752319413 3.333882e-01 -0.2122576726 -0.6602030195 -0.9579711158
## [694,] 2.565450880 7.100430e-02 -0.3094798177 -2.5173399132 8.0868998902
## [695,] 1.801032915 -2.153053e-02 -0.1238308305 0.5674714591 0.0158880074
## [696,] 2.134571716 5.939712e-02 -0.1874068843 0.6216410868 -0.4596242861
## [697,] 1.495744635 -1.328674e-01 -0.0359139527 -0.8331596533 -0.4656697434
## [698,] 2.111401941 3.089130e-01 -0.1070115881 -0.1953048501 -0.0461003469
## [699,] 1.625152590 -2.350329e-02 -0.1027994422 -0.2975035826 -0.9381148322
## [700,] 1.783521488 6.858005e-02 -0.1256879706 0.9026671554 -0.2362006792
## [701,] 1.788456392 6.805160e-02 -0.1260520865 0.9058332154 -0.1952193699
## [702,] 1.512013433 6.740353e-02 -0.0634345324 1.0289276230 0.0541313653
## [703,] 1.714731345 -3.546370e-02 -0.1011758983 -0.5046292239 -0.9574702077
## [704,] 0.222682773 6.010565e-02 -0.2087504648 0.3522977838 -0.2843371689
## [705,] 1.258079998 8.563038e-02 -0.0333857955 -0.2906873509 -0.4119569821
## [706,] 1.882478456 3.394785e-01 -0.1111606449 0.3340162332 0.0033633905
## [707,] 1.890496642 -3.216426e-02 -0.1222786071 0.3847445332 -0.0024323134
## [708,] 2.025086571 7.401540e-02 -0.1893912158 0.8747946484 -0.4359677160
## [709,] 2.109730422 6.258344e-02 -0.1874035558 0.6645029471 -0.4963044009
## [710,] 2.339129802 2.183845e-01 -0.1789507476 0.1200743602 -0.5421498350
## [711,] -0.092558702 -4.990229e-02 -0.1210139807 -1.0253193684 -0.7637443224
## [712,] 2.155553158 3.602367e-01 -0.1764981812 0.5577449852 -0.5065545268
## [713,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [714,] 1.314621052 3.403118e-01 0.0133495598 0.6293990287 0.5473473648
## [715,] 1.556754330 -7.325747e-02 0.1163537553 -3.9382903422 3.3321487872
## [716,] 1.837221903 3.970470e-01 -0.0459560628 0.2413306337 -0.0521029244
## [717,] 2.120648591 2.505139e-01 -0.1805025512 0.6803982615 -0.4942849484
## [718,] 1.478542893 4.856373e-01 -0.2139111859 -0.0450502311 -0.9025356101
## [719,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [720,] 1.557300206 3.574398e-01 -0.0928351631 -0.1857494064 -0.9183804898
## [721,] 1.762432178 1.703886e-01 -0.1176947979 0.6496645586 0.0265888231
## [722,] 1.746006302 -2.973552e-01 0.2157128224 -2.0664099832 0.2742048315
## [723,] 1.892316623 3.394763e-01 -0.1110515716 0.3354009884 0.0022478480
## [724,] 1.655575487 -2.639350e-02 -0.2252870348 -0.3901238957 -0.9421730083
## [725,] 2.629203987 8.656200e-02 -0.5387120367 -1.7877569296 2.1158694553
## [726,] 2.091495551 3.115709e-01 -0.1073723756 -0.1492769298 -0.0417991523
## [727,] 2.368989387 2.143977e-01 -0.1784095663 0.0510324798 -0.5486016269
## [728,] 1.656832156 3.441505e-01 -0.0910312254 -0.4158890078 -0.9398864626
## [729,] 1.948872456 2.772351e-02 -0.0888771834 0.2622885748 -0.1771185287
## [730,] 2.050487147 2.569236e-01 -0.1841821670 0.7874792043 -0.4797825139
## [731,] 2.290575871 4.116325e-01 -0.1729951088 0.2252814199 -0.5292984221
## [732,] 2.060929420 2.584875e-01 -0.1815849138 0.8184820223 -0.4813813647
## [733,] 2.278934737 3.999155e-02 -0.1843368617 0.2732656246 -0.5328645546
## [734,] 2.069917642 6.789918e-02 -0.1881251309 0.7565587876 -0.4877020117
## [735,] 1.986476214 2.700803e-01 -0.3084319114 0.9601605705 -0.4613859875
## [736,] 1.605378242 -2.217475e-02 -0.1030945534 -0.2758489625 -0.9348502060
## [737,] 1.961628121 1.424805e-01 -0.1140212461 0.1650120556 -0.0174596910
## [738,] -1.244739077 1.644952e-01 -0.1262692469 -0.7079111088 -0.8829168405
## [739,] -1.260103071 -2.001398e-02 -0.1303892761 -0.6729557051 -0.9253658558
## [740,] -0.042792727 -5.654696e-02 -0.1201120118 -1.1403891691 -0.7744973088
## [741,] -1.814153933 -2.244976e-03 -0.0394427706 -0.1514456116 -0.4791747831
## [742,] 1.711077333 4.082484e-02 -0.0598266570 0.5686484202 0.0111194197
## [743,] 2.177566666 2.396930e-01 0.0372385771 -4.0904904893 2.7219953533
## [744,] 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
## [745,] 1.950215812 -4.013787e-02 -0.1211962444 0.2466607723 -0.0153358971
## [746,] 1.384034778 2.559186e-01 -0.1497016336 -0.6435240468 -0.4339116923
## [747,] 1.960185427 8.517347e-02 -0.1902464593 1.0584843648 -0.4619738185
## [748,] -1.359635021 -6.724636e-03 -0.1321932138 -0.4428161036 -0.9038598830
## [749,] 2.107800665 2.530854e-01 -0.3747224061 0.6375623258 -0.4880049257
## [750,] 1.960432497 8.251746e-02 -0.1901094624 1.0097123492 -0.4640454417
## [751,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [752,] 1.467113513 1.843630e-01 -0.0988281349 0.0608570387 -0.9016068491
## [753,] 1.517214859 -2.681190e-01 0.2116294420 -1.5614622001 0.3226320005
## [754,] 1.208446066 9.094572e-02 -0.0342220880 -0.1999908504 -0.4022405641
## [755,] 2.309110565 3.975735e-02 -0.3069614511 0.2294173271 -0.5348511076
## [756,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [757,] 0.223380431 1.793063e-01 -0.0728641681 -1.1772444574 0.9641875638
## [758,] -1.343581978 -2.764715e-02 -0.0980883333 -0.7379852820 -0.8125187732
## [759,] 1.688924442 8.134094e-02 -0.1278560243 1.1359728168 -0.1737133972
## [760,] -0.547811231 1.780182e-01 0.2637588454 -1.6659617054 0.5559393185
## [761,] 0.808597353 9.224043e-03 0.0172665945 0.5488549164 -0.3414024943
## [762,] -2.128378165 7.955955e-03 0.0632935704 -0.5219727819 0.0385002620
## [763,] 1.565565462 -1.685901e-02 -0.1038161285 -0.1837931219 -0.9262478169
## [764,] 1.127608462 -8.502616e-02 -0.0425228459 -0.0060164282 -0.3871342125
## [765,] 2.371386152 2.723926e-01 0.0754279753 -0.5679595720 0.2492079297
## [766,] 1.699827587 1.043384e-01 -0.1202152456 0.7732566362 -0.0527656873
## [767,] 2.124654710 -1.085031e-02 0.1350470132 -0.8682884497 0.7705543245
## [768,] -1.088765142 1.691258e-01 -0.1476614227 0.2030918532 0.0753871936
## [769,] 1.932244431 3.328339e-01 -0.1102586760 0.2189464325 -0.0073895959
## [770,] -1.168866597 -6.609269e-03 -0.1534083243 0.4023110379 0.0889736685
## [771,] -0.999645862 9.743912e-02 -0.2195722388 0.8459112680 -0.3920738093
## [772,] 1.960863767 8.494338e-02 -0.3132039127 1.0105072167 -0.4606152576
## [773,] -1.080945561 -4.393481e-02 -0.1271421882 -1.0872069876 -0.9640766068
## [774,] 1.341576881 1.317804e-02 -0.1083293012 0.3486940214 -0.8358027702
## [775,] -1.613499607 -9.934106e-02 -0.0680169593 -0.6761246325 -0.3624757203
## [776,] -1.174110816 -1.624383e-01 0.1178066889 -1.5118026525 -0.1079498179
## [777,] 1.921050987 9.025912e-02 -0.3139254878 1.1025630572 -0.4520128685
## [778,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [779,] 1.832712481 3.461232e-01 -0.1120626137 0.4490860339 0.0141163769
## [780,] -1.640146321 1.775414e-02 -0.0626597845 -0.6332438964 -0.4882789341
## [781,] 1.930757112 9.158619e-02 -0.3138820909 1.1283211127 -0.4520918426
## [782,] -1.273659185 -2.757892e-01 0.1852333597 -2.1165006037 0.3580434791
## [783,] -0.758877915 -5.993446e-03 0.1054085025 -1.2142701579 0.7980569902
## [784,] -1.363237940 -2.638288e-01 0.1836098158 -1.9093749624 0.3773988546
## [785,] -1.762797532 -7.940704e-02 -0.0707228659 -0.3309152303 -0.3302167611
## [786,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [787,] -1.275074557 -1.788456e-02 -0.1311141796 -0.6237617247 -0.8800833519
## [788,] -1.046233404 -2.444985e-02 -0.1495533941 0.0998137467 0.0893956348
## [789,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [790,] -1.452816695 -2.518684e-01 0.1819862718 -1.7022493211 0.3967542301
## [791,] -0.868838955 -1.777417e-01 0.0991204196 -0.9460090927 0.8180952570
## [792,] -0.974571020 -2.650459e-03 0.1257183157 -1.9871893590 -0.1473434602
## [793,] 2.188391199 4.317133e-01 -0.3665586451 0.4923599192 -0.5010396542
## [794,] -0.879078593 2.031185e-01 -0.2046156671 -0.9590036274 0.8340739401
## [795,] -0.699186950 -7.126739e-02 -0.0901379452 -0.5016139951 0.3404779632
## [796,] -0.631377647 4.826853e-02 -0.2128976692 -0.0056052572 -0.4716459087
## [797,] 1.237110026 2.699583e-02 -0.1097691230 0.5756675628 -0.8552781067
## [798,] 1.107702072 -8.236829e-02 -0.0428836334 0.0400114921 -0.3828330179
## [799,] -1.928806994 -5.870852e-02 -0.0720993550 0.0339923226 -0.2674274737
## [800,] 1.688737146 -7.159540e-02 -0.0784583760 -2.5149205951 2.2093624670
## [801,] 1.108914115 1.042351e-01 -0.0360260257 0.0301487511 -0.3807345913
## [802,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [803,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [804,] -1.114391645 -1.704119e-01 0.1188890515 -1.6498864134 -0.1208534016
## [805,] -1.752844337 -8.073598e-02 -0.0705424721 -0.3539291905 -0.3323673584
## [806,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [807,] -1.792657117 -7.542024e-02 -0.0712640472 -0.2618733499 -0.3237649693
## [808,] -1.355641862 4.722132e-01 -0.3784301374 3.4735314368 -2.8956993468
## [809,] 1.596315793 4.130637e-02 -0.1528350374 -1.1019851910 -0.4811637973
## [810,] -1.732937947 -8.339384e-02 -0.0701816846 -0.3999571108 -0.3366685529
## [811,] 0.930650490 -5.993127e-02 -0.0458173639 0.4551818807 -0.2978509212
## [812,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [813,] -1.503998042 1.268093e-02 -0.1352632364 -0.0944406415 -0.8306196145
## [814,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [815,] -1.494044847 1.135200e-02 -0.1350828426 -0.1174546016 -0.8327702118
## [816,] -1.235261777 -2.320030e-02 -0.1303926045 -0.7158175653 -0.8886857411
## [817,] -1.165671744 -8.502632e-03 -0.1517181193 0.3759812684 0.1152028022
## [818,] -1.314887337 -1.256883e-02 -0.1318357547 -0.5317058842 -0.8714809628
## [819,] -1.354700117 -7.253087e-03 -0.1325573298 -0.4396500436 -0.8628785737
## [820,] -0.924805045 -9.295132e-03 0.1266202846 -2.1022591597 -0.1580964466
## [821,] -0.880207522 8.149190e-02 -0.2174075135 0.5697437463 -0.4178809767
## [822,] 1.576730700 1.684154e-01 -0.0967781270 -0.2166698231 -0.9262999876
## [823,] -1.252540752 -9.184374e-02 0.1924517550 -2.1723912650 0.3558407111
## [824,] 1.826000707 2.161615e-01 -0.1892374629 1.3026696955 -0.4387182979
## [825,] -0.888745345 -1.750838e-01 0.0987596320 -0.8999811725 0.8223964516
## [826,] 1.651867032 -2.925844e-03 -0.1264710608 0.8883075610 0.0471103981
## [827,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [828,] -1.703078362 -8.738065e-02 -0.0696405032 -0.4689989912 -0.3431203448
## [829,] 1.767975020 3.548973e-01 -0.1136894861 0.6133498149 0.0701518672
## [830,] 1.646848741 -2.125360e-03 -0.1270155705 0.9144875812 0.0902423047
## [831,] -0.707899896 1.739652e-01 0.1131680791 -1.3392026996 0.7894024304
## [832,] -1.278351742 8.009012e-03 -0.1553926558 0.6554645995 0.1126302386
## [833,] -0.540367100 -9.495627e-02 0.0358428055 -0.8706322249 0.3026382226
## [834,] -1.258445352 5.351142e-03 -0.1550318683 0.6094366792 0.1083290441
## [835,] -1.111835459 3.201240e-01 0.0104175380 -1.7182691639 -0.1164965703
## [836,] 1.807311905 1.632150e-01 -0.1172716624 0.5364014779 0.0579311748
## [837,] -1.380112824 1.808781e-01 -0.1241041756 -0.3742278928 -0.9408208334
## [838,] -1.432654158 2.497080e-01 -0.0536085122 -1.1153461596 -0.3954697415
## [839,] -1.699883509 -8.927401e-02 -0.0679502982 -0.4953287607 -0.3168912112
## [840,] -1.812563507 -7.276237e-02 -0.0716248347 -0.2158454296 -0.3194637747
## [841,] -1.454232067 6.036259e-03 -0.1343612675 -0.2095104422 -0.8413726009
## [842,] -0.918808259 2.734110e-01 -0.2112714809 0.6519368459 -0.4071801610
## [843,] 1.826022671 1.005941e-01 -0.1929990912 1.3350738512 -0.3929557705
## [844,] 1.547316791 1.116399e-02 -0.1288195082 1.1446271826 0.1117482775
## [845,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [846,] -1.527058380 8.001811e-02 -0.3082144991 -0.9117373201 -0.3713612889
## [847,] 1.955414206 8.331794e-02 -0.1906539722 1.0358923694 -0.4209135351
## [848,] -0.900113912 8.414977e-02 -0.2177683011 0.6157716666 -0.4135797821
## [849,] 1.602101057 3.718829e-03 -0.1273730296 1.0033773617 0.0578633845
## [850,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## [851,] -1.293549156 -1.464911e-01 0.1156419636 -1.2356351308 -0.0821426505
## [852,] 1.505846292 -8.885400e-03 -0.1048984911 -0.0457093610 -0.9133442332
## [853,] 1.517457206 1.515079e-02 -0.1293606896 1.2136690631 0.1182000694
## [854,] 1.627147694 -1.536711e-01 0.0212887146 -0.9789833416 -0.1420817096
## [855,] -1.324381057 4.848637e-02 -0.0584817885 -1.3586369802 -0.4212247382
## [856,] -1.313471965 -2.704735e-01 0.1845117847 -2.0244447631 0.3666458682
## [857,] -1.513951237 1.400987e-02 -0.1354436302 -0.0714266813 -0.8284690172
## [858,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [859,] -0.810535157 7.218936e-02 -0.2161447571 0.4086460253 -0.4329351577
## [860,] -1.467448647 2.542233e-01 -0.0537855776 -1.0494703392 -0.4299992590
## [861,] -0.800581962 7.086042e-02 -0.2159643634 0.3856320652 -0.4350857549
## [862,] -1.028309823 1.613890e-01 -0.1440252038 0.0702528549 0.0609637332
## [863,] 0.729365634 -3.054209e-02 -0.0498099173 0.9389406929 -0.3000752665
## [864,] -0.827338236 1.899125e-01 0.1110033538 -1.0630351779 0.8152095977
## [865,] -1.057949660 -1.524919e-01 0.0956929379 -0.5087438500 0.8589566053
## [866,] 2.458806325 2.619117e-01 -0.1144340856 -0.8356903466 0.2324621029
## [867,] 1.522491916 1.409906e-01 -0.1980467884 2.0223265954 -0.3694191614
## [868,] -0.908651735 -1.724260e-01 0.0983988445 -0.8539532522 0.8266976461
## [869,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [870,] -1.553304542 7.905186e-02 -0.0626308452 -0.8293158969 -0.3717610007
## [871,] -1.109147427 -1.458288e-02 -0.1523259617 0.2642272770 0.0760700849
## [872,] -0.959833082 9.212338e-02 -0.2188506637 0.7538554275 -0.4006761985
## [873,] -1.318164522 1.332475e-02 -0.1561142309 0.7475204400 0.1212326277
## [874,] 2.429664454 -1.112069e-01 0.0654859757 -0.7298451039 0.2285159930
## [875,] 1.519302336 -4.880673e-03 -0.4191906902 -0.1177448092 -0.9095429363
## [876,] 2.062591862 -2.073199e-03 0.1348996224 -0.7230288722 0.7546738431
## [877,] -1.145765354 -1.116050e-02 -0.1513573318 0.3299533481 0.1109016076
## [878,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [879,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [880,] 2.108766441 -2.575784e-01 0.0532063192 -4.1629866801 2.9150705038
## [881,] -0.959849502 -3.451690e-02 -0.1496200551 -0.0809821251 0.0438111257
## [882,] 2.164431301 5.541031e-02 -0.1868657029 0.5525992064 -0.4660760780
## [883,] -1.304078025 4.747076e-01 -0.2376260306 -0.6200256435 -0.9967485163
## [884,] 1.587159791 3.534530e-01 -0.0922939818 -0.2547912868 -0.9248322816
## [885,] 1.231357603 2.782614e-01 -0.2215442667 -0.2697933318 -0.3572609742
## [886,] 1.010276050 -7.056275e-02 -0.0443742137 0.2710701996 -0.3150556995
## [887,] -1.333598103 5.005212e-02 -0.0561083259 -1.3303782575 -0.4205940175
## [888,] 1.154137695 2.847574e-01 -0.0313648152 -0.0738485331 -0.3447373679
## [889,] -0.780675572 6.820255e-02 -0.2156035758 0.3396041449 -0.4393869495
## [890,] 1.940957377 8.760125e-02 -0.3135647002 1.0565351370 -0.4563140630
## [891,] 2.210950311 4.222640e-01 -0.1744382590 0.4093931010 -0.5120936438
## [892,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [893,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [894,] -0.710571937 6.132593e-02 -0.3374352697 0.1793012914 -0.4510109464
## [895,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [896,] 1.895695036 9.129155e-02 -0.1917363348 1.1739761302 -0.4080099514
## [897,] 1.905648231 8.996261e-02 -0.1915559410 1.1509621701 -0.4101605487
## [898,] -1.298258132 1.066688e-02 -0.1557534434 0.7014925198 0.1169314332
## [899,] -1.560538779 -1.078791e-01 -0.0654247854 -0.8175242027 -0.3469995731
## [900,] -0.739174853 4.358567e-01 -0.2037206416 0.2225780597 -0.4422726088
## [901,] 1.796163086 1.045809e-01 -0.1935402725 1.4041157316 -0.3865039786
## [902,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [903,] 1.731492592 -1.355732e-02 -0.1250279106 0.7041958799 0.0299056199
## [904,] 2.049603186 -1.884405e-01 0.1290073162 -0.6903019203 0.8240870540
## [905,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [906,] -0.954814791 9.132289e-02 -0.2183061540 0.7276754073 -0.4438081050
## [907,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [908,] -1.548762146 -1.081152e-01 -0.0663900869 -0.8403884135 -0.4185112106
## [909,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [910,] -1.533857627 1.666774e-02 -0.1358044177 -0.0253987610 -0.8241678227
## [911,] -0.890160717 8.282083e-02 -0.2175879073 0.5927577065 -0.4157303794
## [912,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [913,] -1.339728631 -9.382506e-03 -0.1318324263 -0.4888440239 -0.9081610776
## [914,] -1.683171972 -9.003852e-02 -0.0692797157 -0.5150269115 -0.3474215393
## [915,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## PC6 PC7 PC8 PC9 PC10
## [1,] -0.089850549 -0.253945184 5.913160e-01 0.141822302 0.730931566
## [2,] -0.320569293 -0.048583618 -9.686833e-01 -0.583005283 -1.901437730
## [3,] 1.213883834 0.497473486 -5.597227e-01 0.217889762 -0.697169976
## [4,] 0.866520462 -0.010756666 7.561459e-02 0.743723198 0.263019353
## [5,] -0.083715021 0.493281568 -5.775374e-01 -1.027347244 0.149710898
## [6,] 1.213571149 -0.227951157 7.409891e-01 1.458342965 -0.313720935
## [7,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [8,] -0.098657683 -0.274687275 6.135771e-01 0.156071121 0.679844623
## [9,] 0.485678704 -0.918865477 7.073317e-01 1.679500125 -2.326685492
## [10,] 1.212613300 -0.215810908 8.872299e-01 1.543435192 -0.565137233
## [11,] -0.080352268 -0.211921314 8.694685e-01 0.291466453 0.275659822
## [12,] 1.235178140 0.564332029 -2.225072e-01 0.400674165 -1.212303816
## [13,] 1.229769232 0.553251287 -2.884975e-01 0.362784517 -1.112398731
## [14,] -0.074014154 0.534979397 -4.382397e-01 -0.964963516 -0.071791507
## [15,] -0.087710369 -0.240356636 7.630969e-01 0.236800179 0.443164408
## [16,] -0.066829997 -0.184219459 1.034444e+00 0.386190571 0.025897111
## [17,] 1.182885368 -0.309170651 3.012596e-01 1.221467931 0.354327337
## [18,] -0.079423062 0.523898655 -5.042301e-01 -1.002853164 0.028113578
## [19,] -0.073112669 0.536826188 -4.272413e-01 -0.958648575 -0.088442354
## [20,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [21,] 1.238298212 0.506408632 -5.860097e-01 0.216483380 -0.623587175
## [22,] -0.051477034 0.581149156 -1.632798e-01 -0.807089985 -0.488062693
## [23,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [24,] -0.069534451 -0.189759830 1.001449e+00 0.367245748 0.075849653
## [25,] -0.088486261 -0.223158085 8.732313e-01 0.294295273 0.254851738
## [26,] -0.046068126 0.592229898 -9.728939e-02 -0.769200338 -0.587967778
## [27,] -0.053280004 0.577455575 -1.852766e-01 -0.819719868 -0.454760998
## [28,] -0.068605245 0.546060139 -3.722493e-01 -0.927073869 -0.171696592
## [29,] -0.046067149 0.565273865 -2.633088e-01 -0.849702574 -0.332886881
## [30,] -0.048772580 0.586689527 -1.302846e-01 -0.788145162 -0.538015235
## [31,] 1.230727081 0.541111038 -4.347384e-01 0.277692291 -0.860982434
## [32,] -0.095823732 -0.256977749 6.641113e-01 0.179965708 0.593022035
## [33,] -0.046969610 0.590383107 -1.082878e-01 -0.775515279 -0.571316930
## [34,] -0.057787428 0.568221623 -2.402685e-01 -0.851294574 -0.371506761
## [35,] -0.090268601 -0.232236008 7.484861e-01 0.222002099 0.458819144
## [36,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [37,] -0.064125542 -0.178679088 1.067440e+00 0.405135395 -0.024055432
## [38,] -0.815283470 -0.915006424 6.136597e-01 0.371777536 -1.406212315
## [39,] 0.077736909 0.236383580 -4.386938e-01 -1.019910157 -0.179637150
## [40,] -0.077646838 -0.233336976 7.364442e-01 0.229909041 0.480788176
## [41,] -0.079450783 -0.210074524 8.804669e-01 0.297781394 0.259008975
## [42,] 1.240733978 0.541844669 -4.344787e-01 0.286683174 -0.865051878
## [43,] 0.392633354 -0.112262385 4.670423e-01 0.514437355 0.277665011
## [44,] 0.410663050 -0.075326578 6.870103e-01 0.640736180 -0.055351938
## [45,] 0.395337809 -0.106722014 5.000375e-01 0.533382179 0.227712469
## [46,] 0.431424921 0.701122778 -4.447236e-01 -0.514654730 -0.669216826
## [47,] 0.648958831 -0.021803533 5.077940e-01 0.764851513 -0.087651038
## [48,] 0.670622186 0.756492614 -6.129414e-01 -0.384224455 -0.718166773
## [49,] 1.074049355 -0.134197298 4.261403e-01 0.750047018 -0.191774799
## [50,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [51,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [52,] 1.510187072 2.031435879 -3.065100e+00 0.218428285 1.833020957
## [53,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [54,] 2.202785020 0.807972855 -7.633979e-01 0.998174559 -1.607913776
## [55,] 0.154156820 -0.697557623 -7.594430e-02 0.904471699 -1.544159375
## [56,] 2.166725629 0.734101242 -1.203334e+00 0.745576909 -0.941879878
## [57,] 1.449403534 -0.709158270 -1.433689e-01 2.105853165 -2.258020422
## [58,] 2.178417917 -0.023092764 2.799602e-02 1.972278321 -0.445990670
## [59,] 2.217770616 0.787718732 -9.655369e-01 0.900224754 -1.269955959
## [60,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [61,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [62,] 2.173909786 0.014902386 2.693503e-01 2.096730997 -0.844191261
## [63,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [64,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [65,] 2.131322005 -0.127758379 7.858688e-02 2.122023407 -0.715167042
## [66,] 1.487209015 0.109692665 -9.664055e-01 1.124604122 -3.334887433
## [67,] 2.230878954 0.804699220 -8.664290e-01 0.961554863 -1.421852128
## [68,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [69,] 0.166442664 0.096948791 -1.140713e+00 -0.238478816 -2.267292810
## [70,] 0.898101126 0.760898142 -1.090158e+00 -0.416390652 -0.295574808
## [71,] 0.884577878 0.760152320 -1.089114e+00 -0.430612535 -0.300892993
## [72,] 0.874633825 0.005864447 1.746002e-01 0.800557669 0.113161726
## [73,] 0.876826203 0.735809070 -1.188031e+00 -0.476219636 -0.146990089
## [74,] 0.906242156 0.056515069 4.023048e-01 0.930173445 -0.201550790
## [75,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [76,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [77,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [78,] 0.867421947 -0.008909875 8.661299e-02 0.750038139 0.246368505
## [79,] 0.868323431 -0.007063085 9.761138e-02 0.756353081 0.229717658
## [80,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [81,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [82,] 0.882747188 0.022485560 2.735857e-01 0.857392140 -0.036695901
## [83,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [84,] 0.918834300 0.830330353 -6.711754e-01 -0.190644768 -0.933625196
## [85,] 2.136075147 0.671310371 -1.577279e+00 0.530868907 -0.375751065
## [86,] 0.889058557 0.008457060 1.845551e-01 0.821094493 0.101829063
## [87,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [88,] 0.905673715 0.794906361 -8.360822e-01 -0.274141516 -0.679817207
## [89,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [90,] 0.898974890 0.028771753 3.055374e-01 0.890558847 -0.081330258
## [91,] 0.881727202 0.740950950 -1.140494e+00 -0.453704103 -0.216642644
## [92,] 0.894467466 0.019537802 2.505454e-01 0.858984141 0.001923979
## [93,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [94,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [95,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [96,] 0.870126401 -0.003369504 1.196082e-01 0.768982963 0.196415963
## [97,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [98,] 0.910720937 0.813709240 -7.701609e-01 -0.247479239 -0.783767569
## [99,] 0.925145669 0.816301852 -7.602060e-01 -0.226942415 -0.795100231
## [100,] 0.904383799 0.039852495 3.715278e-01 0.928448494 -0.181235343
## [101,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [102,] 0.889085302 0.769386272 -1.034122e+00 -0.399037829 -0.384147230
## [103,] 2.228174499 0.799158849 -8.994242e-01 0.942610039 -1.371899586
## [104,] 2.208755768 0.769250829 -1.075521e+00 0.837075342 -1.103447484
## [105,] 0.887136110 0.752031692 -1.074504e+00 -0.415814455 -0.316547729
## [106,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [107,] 0.855162847 -0.042487077 -6.729550e-02 0.672856332 0.483525647
## [108,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [109,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [110,] 0.916129845 0.824789982 -7.041706e-01 -0.209589592 -0.883672653
## [111,] 0.861111553 -0.021837408 9.624207e-03 0.705833551 0.362924438
## [112,] 1.074950840 -0.132350508 4.371387e-01 0.756361960 -0.208425646
## [113,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [114,] 0.884550157 0.026179141 2.955825e-01 0.870022023 -0.069997596
## [115,] 0.900804604 0.793394546 -8.911433e-01 -0.316943593 -0.600608247
## [116,] 0.888156096 0.033566302 3.395761e-01 0.895281788 -0.136600986
## [117,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [118,] 0.857022181 -0.052780536 -2.025379e-01 0.594079047 0.718291096
## [119,] 0.896269459 0.050187415 4.385617e-01 0.952116259 -0.286458613
## [120,] 0.882774909 0.756458739 -1.111111e+00 -0.443242418 -0.267591298
## [121,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [122,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [123,] 0.876464515 0.743531207 -1.188100e+00 -0.487447006 -0.151035366
## [124,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [125,] 0.883676393 0.758305530 -1.100113e+00 -0.436927476 -0.284242145
## [126,] 0.865618977 -0.012603456 6.461619e-02 0.737408257 0.279670200
## [127,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [128,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [129,] 0.905312028 0.802628498 -8.361513e-01 -0.285368886 -0.683862484
## [130,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [131,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [132,] 0.901678368 0.061268157 5.045521e-01 0.990005907 -0.386363697
## [133,] 0.874661546 0.739837626 -1.210097e+00 -0.500076889 -0.117733671
## [134,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [135,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [136,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [137,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [138,] 0.908016482 0.808168869 -8.031561e-01 -0.266424063 -0.733815026
## [139,] 0.891249959 0.765357716 -1.012057e+00 -0.375180576 -0.413403648
## [140,] 0.876436794 0.009558028 1.965970e-01 0.813187552 0.079860031
## [141,] 0.908917967 0.810015659 -7.921577e-01 -0.260109122 -0.750465874
## [142,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [143,] 0.189881269 0.144965340 -8.547550e-01 -0.074290344 -2.700214843
## [144,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [145,] 0.855702644 -0.032918150 -5.636617e-02 0.667943903 0.462829522
## [146,] 0.889986787 0.771233062 -1.023124e+00 -0.392722888 -0.400798077
## [147,] 0.150188218 -0.670266614 4.601249e-02 0.948486800 -1.736682159
## [148,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [149,] 0.856604129 -0.031071359 -4.536778e-02 0.674258844 0.446178675
## [150,] 0.928806997 0.836658006 -7.074322e-01 -0.212587582 -0.848717373
## [151,] 0.900776883 0.059421367 4.935537e-01 0.983690965 -0.369712850
## [152,] -1.028407836 -1.616723184 -9.745774e-01 -0.079255435 -0.401985946
## [153,] 1.376252073 0.734123623 -3.769357e-01 0.510111054 -1.050763958
## [154,] 1.352729383 -0.033879065 8.790421e-01 1.737964307 -0.655013673
## [155,] 1.373547619 0.728583252 -4.099309e-01 0.491166230 -1.000811416
## [156,] -0.067557901 0.567384474 5.992817e-02 -0.549735146 -0.771087129
## [157,] -0.554285424 0.403191824 -2.313583e-01 -1.175418250 0.033553877
## [158,] -0.577751749 -0.378797904 8.673803e-01 -0.038972164 0.697371307
## [159,] -0.887568744 0.511693636 3.253073e-01 -1.239816666 -0.113687240
## [160,] -0.916443978 -0.281376834 1.358056e+00 -0.141260228 0.650035275
## [161,] -0.930867735 -0.310925479 1.182081e+00 -0.242299288 0.916448834
## [162,] 0.407199793 0.511497623 3.650655e-01 0.024781955 -0.987785990
## [163,] 0.355056545 -0.404230619 1.285537e+00 1.197998650 -0.208478329
## [164,] 0.408101278 0.513344413 3.760639e-01 0.031096896 -1.004436837
## [165,] 0.373290217 -0.286651118 1.379705e+00 1.107330429 -0.205385902
## [166,] -0.874046473 0.539395491 4.902833e-01 -1.145092548 -0.363449952
## [167,] 0.410862097 0.504897744 2.518199e-01 -0.041365448 -0.786322235
## [168,] -0.580240738 -0.405721411 8.160698e-01 -0.050836361 0.785666933
## [169,] -0.091243855 -0.251437120 6.299301e-01 0.278722856 0.449613785
## [170,] -1.568238291 -0.818745046 -1.919665e+00 -1.738614803 -0.537490814
## [171,] -1.558321959 -0.798430353 -1.798683e+00 -1.669150449 -0.720650136
## [172,] -0.177785809 -0.077583714 1.111125e+00 0.403435492 0.088377519
## [173,] -0.179921001 -0.076484730 1.084368e+00 0.382644362 0.153517635
## [174,] -0.179019516 -0.074637940 1.095367e+00 0.388959303 0.136866788
## [175,] -0.158257646 0.701811417 -3.636719e-02 -0.766431606 -0.476998100
## [176,] -0.157356161 0.703658207 -2.536879e-02 -0.760116665 -0.493648948
## [177,] 0.001464833 -0.253482283 1.115940e+00 0.205834886 0.181598060
## [178,] -0.151947252 0.714738949 4.062159e-02 -0.722227017 -0.593554032
## [179,] -0.162765069 0.692577465 -9.135917e-02 -0.798006312 -0.393743863
## [180,] 0.133383432 -0.239276929 2.673535e-01 0.303967328 0.701375202
## [181,] 0.138037078 -0.216381978 3.407299e-01 0.339688778 0.583823159
## [182,] 0.171392015 -0.148050736 7.476706e-01 0.573341603 -0.032258197
## [183,] -0.152848737 0.712892159 2.962319e-02 -0.728541959 -0.576903185
## [184,] -0.178118032 -0.072791150 1.106365e+00 0.395274245 0.120215940
## [185,] -0.163666554 0.690730675 -1.023576e-01 -0.804321253 -0.377093015
## [186,] -0.160962100 0.696271046 -6.936238e-02 -0.785376430 -0.427045558
## [187,] -1.338985079 -1.517663084 -8.241682e-01 -0.377014324 -0.172386043
## [188,] -0.856938334 -1.814035430 -1.063988e+00 -0.325529265 -0.190746200
## [189,] 1.346832924 -0.036085231 8.679214e-01 1.727153728 -0.636324283
## [190,] -1.033816745 -1.627803926 -1.040568e+00 -0.117145083 -0.302080861
## [191,] 1.327516771 0.602606848 -3.799384e-01 0.639728043 -1.267532580
## [192,] -1.010350420 -0.845814198 -2.139306e+00 -1.253591169 -0.965898292
## [193,] -1.031112291 -1.622263555 -1.007573e+00 -0.098200259 -0.352033404
## [194,] -1.028407836 -1.616723184 -9.745774e-01 -0.079255435 -0.401985946
## [195,] -1.007645966 -0.840273827 -2.106311e+00 -1.234646345 -1.015850834
## [196,] 1.382579414 0.747066036 -2.999320e-01 0.554315250 -1.167312250
## [197,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [198,] 1.382074916 0.755925731 -2.450773e-01 0.581394711 -1.248535585
## [199,] 0.388953646 -0.137003868 3.154912e-01 0.552213288 0.318412194
## [200,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [201,] 1.344128470 -0.041625602 8.349262e-01 1.708208905 -0.586371740
## [202,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [203,] 0.081841105 0.759028042 -1.935867e-01 -0.629686390 -0.542598895
## [204,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [205,] 1.362214530 -0.018676835 8.976549e-01 1.743100562 -0.651321544
## [206,] 0.034034691 -0.072825024 6.081953e-01 0.336256282 0.570791416
## [207,] 1.336916591 -0.056399924 7.469390e-01 1.657689375 -0.453164961
## [208,] 1.362185886 0.729283384 -3.298028e-01 0.533873171 -1.150284086
## [209,] 1.368496280 0.742210916 -2.528141e-01 0.578077760 -1.266840018
## [210,] 1.369397764 0.744057707 -2.418157e-01 0.584392701 -1.283490865
## [211,] 0.842711647 -0.109396784 -4.188219e-01 0.517300660 -2.957812558
## [212,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [213,] 0.364613557 -0.186867207 1.853443e-02 0.381709875 0.767985075
## [214,] 0.370384153 -0.183508602 8.459389e-02 0.430826893 0.672125267
## [215,] 0.378497516 -0.166887489 1.835795e-01 0.487661364 0.522267640
## [216,] 0.373628405 -0.168399304 1.285184e-01 0.444859287 0.601476601
## [217,] 0.394362555 -0.125923126 3.814815e-01 0.590102936 0.218507109
## [218,] -0.329721365 -0.809776324 2.529629e-01 0.749259437 -1.627291499
## [219,] 0.429548182 0.680074876 -5.742780e-01 -0.464248914 -0.661771338
## [220,] 0.385201485 -0.158052029 2.531132e-01 0.522806780 0.419313390
## [221,] 0.403405123 0.626517956 -8.932315e-01 -0.647382210 -0.178896762
## [222,] 0.358303164 -0.199794739 -5.845434e-02 0.337505286 0.884541007
## [223,] 0.380154263 -0.176854908 1.871918e-01 0.496144503 0.523263752
## [224,] 0.378135829 -0.159165352 1.835104e-01 0.476433994 0.518222363
## [225,] 0.353255942 -0.218597618 -1.243757e-01 0.310843009 0.988491369
## [226,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [227,] 0.365876729 -0.192742553 2.960190e-02 0.399252186 0.755379505
## [228,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [229,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [230,] 0.375646840 -0.186088859 1.321999e-01 0.464569796 0.606517989
## [231,] 0.397969470 -0.145491998 2.594557e-01 0.534860465 0.406984616
## [232,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [233,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [234,] 0.346583862 -0.223803014 -2.014335e-01 0.255411050 1.101002024
## [235,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [236,] 0.349650003 -0.225984779 -1.683692e-01 0.285583244 1.055094759
## [237,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [238,] 0.368219496 -0.179480046 6.252802e-02 0.406969640 0.701381685
## [239,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [240,] 0.358303164 -0.199794739 -5.845434e-02 0.337505286 0.884541007
## [241,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [242,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [243,] 0.376332859 -0.162858933 1.615136e-01 0.463804111 0.551524058
## [244,] 0.391685821 0.602509682 -1.036211e+00 -0.729476446 0.037564255
## [245,] 0.370022466 -0.175786465 8.452482e-02 0.419599522 0.668079990
## [246,] 0.361762881 -0.206068578 -3.284516e-02 0.358618307 0.852235424
## [247,] 0.381769489 0.582194988 -1.157193e+00 -0.798940800 0.220723577
## [248,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [249,] 0.385709394 -0.152113166 2.715666e-01 0.538180894 0.389060861
## [250,] 0.359566336 -0.205670086 -4.738687e-02 0.355047598 0.871935437
## [251,] 0.407884826 -0.098221271 5.464575e-01 0.684827055 -0.031255602
## [252,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [253,] 0.379966519 0.578501408 -1.179190e+00 -0.811570682 0.254025272
## [254,] 0.354157427 -0.216750828 -1.133773e-01 0.317157950 0.971840521
## [255,] 0.400672948 -0.112995594 4.584703e-01 0.634307525 0.101951177
## [256,] 0.384473943 0.587735359 -1.124198e+00 -0.779995976 0.170771034
## [257,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [258,] 0.412246028 -0.102648319 5.830651e-01 0.712255017 -0.080212033
## [259,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [260,] 0.382886439 0.562658642 -1.164510e+00 -0.785545232 0.242415813
## [261,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [262,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [263,] 0.548703846 -0.358324388 8.310183e-02 0.223845223 0.746112957
## [264,] 0.381055748 -0.175008117 1.981902e-01 0.502459444 0.506612905
## [265,] 0.375459095 0.569267456 -1.234182e+00 -0.843145388 0.337279509
## [266,] 0.404278887 -0.105608432 5.024639e-01 0.659567290 0.035347788
## [267,] 0.377623752 0.565238900 -1.212116e+00 -0.819288135 0.308023091
## [268,] 0.379065035 0.576654617 -1.190188e+00 -0.817885623 0.270676119
## [269,] 0.401574433 -0.111148803 4.694687e-01 0.640622466 0.085300330
## [270,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [271,] 0.370951672 0.560033504 -1.289174e+00 -0.874720094 0.420533746
## [272,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [273,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [274,] 0.373656126 0.565573875 -1.256179e+00 -0.855775271 0.370581204
## [275,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [276,] 0.380328207 0.570779271 -1.179121e+00 -0.800343312 0.258070549
## [277,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [278,] 0.366444248 0.550799553 -1.344166e+00 -0.906294801 0.503787983
## [279,] 0.378163550 0.574807827 -1.201187e+00 -0.824200564 0.287326967
## [280,] 0.370050187 0.558186714 -1.300172e+00 -0.881035036 0.437184593
## [281,] 0.382670974 0.584041779 -1.146195e+00 -0.792625858 0.204072729
## [282,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [283,] 0.383572458 0.585888569 -1.135196e+00 -0.786310917 0.187421882
## [284,] 0.361936824 0.541565601 -1.399158e+00 -0.937869507 0.587042220
## [285,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [286,] 0.402475918 -0.109302013 4.804671e-01 0.646937407 0.068649483
## [287,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [288,] 0.360106133 -0.196101159 -3.645755e-02 0.350135169 0.851239312
## [289,] 0.397067009 -0.120382755 4.144767e-01 0.609047760 0.168554567
## [290,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [291,] 0.395264039 -0.124076336 3.924799e-01 0.596417877 0.201856262
## [292,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [293,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [294,] -0.311124151 -0.029298412 -9.008368e-01 -0.429988725 -2.211899969
## [295,] 0.407011063 0.633905118 -8.492379e-01 -0.622122445 -0.245500152
## [296,] 0.401602154 0.622824376 -9.152283e-01 -0.660012092 -0.145595067
## [297,] -0.317434545 -0.042225944 -9.778256e-01 -0.474193314 -2.095344037
## [298,] 1.361313045 -0.020523625 8.866565e-01 1.736785621 -0.634670697
## [299,] 1.383877885 0.759619312 -2.230805e-01 0.594024594 -1.281837280
## [300,] -1.804475078 -1.936227178 -1.207944e+00 -0.751237823 0.668990146
## [301,] -1.210281440 -0.691419017 -3.482527e+00 -0.301300382 3.231087066
## [302,] -1.496030599 -0.988682513 -1.998415e+00 -1.501935549 -0.760647824
## [303,] -1.785495546 -1.168855744 -2.464423e+00 -1.978921907 0.259092664
## [304,] -1.568177102 -1.870398919 -1.493590e+00 -0.706496291 0.802315369
## [305,] 0.836133727 0.487310709 -5.994067e-01 0.068100353 -0.328068111
## [306,] -2.305028031 -2.593768181 -1.794471e+00 -0.639895711 -0.776073569
## [307,] -1.562914415 -1.872979176 -1.445984e+00 -0.672753387 0.736708090
## [308,] -2.283060173 -2.554237778 -1.525750e+00 -0.480175874 -1.207532329
## [309,] -2.540639987 -2.636366514 -1.479511e+00 -0.685402929 -0.964392722
## [310,] 0.766348781 -0.442924871 1.621676e-01 1.137024987 0.672123722
## [311,] -1.551922655 -1.103183514 -2.680316e+00 -1.893461906 0.271704718
## [312,] 0.846813074 0.511483948 -7.090982e-01 -0.014271438 -0.127488508
## [313,] 0.612213797 0.445767001 -6.066110e-01 -0.173600478 0.017297080
## [314,] 0.657227027 -0.574098020 3.998479e-01 1.193970682 0.242806671
## [315,] 0.691314500 0.248919379 -1.982949e+00 1.783979567 1.206756282
## [316,] -0.211156144 0.898850628 -2.007706e+00 0.333762196 0.151298271
## [317,] 0.269284033 0.248733067 -1.979935e-01 -0.230034353 -0.378559923
## [318,] 0.844409103 1.443552401 -2.623869e+00 0.145871994 2.432720587
## [319,] -0.143828944 -0.509034142 1.032901e+00 0.589002353 0.745087433
## [320,] -0.135666794 0.209144487 -4.758337e-01 -0.768371934 0.734321013
## [321,] -0.827658950 -0.400502123 -2.084791e-01 -0.393104918 -1.714953380
## [322,] 1.166327303 -0.385413060 -2.747779e-02 1.289387326 0.465954632
## [323,] 0.796849894 -0.352085191 4.613285e-02 0.947968285 1.042359008
## [324,] -0.254594266 0.801928035 -2.451265e+00 0.086161565 0.814171043
## [325,] 0.244326882 0.188399114 -3.762188e-01 -0.320080025 -0.120649841
## [326,] -0.454459535 -0.430699674 -2.337466e-01 -0.021601429 -2.363925926
## [327,] -0.510180843 -1.247069350 5.532331e-01 0.913820156 -1.236887614
## [328,] 0.817791618 -0.295247522 3.052657e-01 1.080138257 0.670531814
## [329,] 4.329173787 13.721362711 9.168485e+00 -5.254077643 -2.637883390
## [330,] 1.174772889 -0.373584511 7.626740e-02 1.354383045 0.284258583
## [331,] 1.823285076 1.709007545 -2.987414e+00 0.850407817 1.765354715
## [332,] 0.243356439 0.173793012 -5.352623e-01 -0.406087022 0.142657736
## [333,] 0.244321458 0.200742903 -4.009685e-01 -0.340355864 -0.097343694
## [334,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [335,] -0.022298124 0.527594489 3.941526e-01 -0.131907433 1.090853899
## [336,] 0.838928055 0.487204306 -7.785870e-01 -0.053370970 -0.024560586
## [337,] 0.265625847 0.222902403 -3.077860e-01 -0.277460758 -0.210044714
## [338,] 0.474525618 1.495569706 -2.352049e+00 -0.085709408 2.717128596
## [339,] -0.141763251 -0.522967727 9.573567e-01 0.556692754 0.870844043
## [340,] 1.192240228 -0.334285968 1.412587e-01 1.383609672 0.217322143
## [341,] -0.456476993 -0.439966151 -4.034476e-01 -0.121814174 -2.113886418
## [342,] -0.113800050 0.228941250 -2.276747e-01 -0.608404629 0.355539484
## [343,] -0.160633079 -0.561049832 7.141757e-01 0.406858568 1.265951944
## [344,] 0.249791720 0.212524137 -3.471928e-01 -0.319686637 -0.151808675
## [345,] 0.218719941 -0.580147840 6.710138e-01 0.775299092 0.631613853
## [346,] -1.286134257 -1.066689101 6.535826e-01 0.190107696 -1.175679088
## [347,] -0.215227033 0.136023103 3.119060e-01 -0.387853337 -0.551507619
## [348,] 0.258952790 0.244653040 -2.188244e-01 -0.252390481 -0.352614955
## [349,] 0.951068828 0.874026959 -1.223037e+00 1.522819109 2.712760081
## [350,] -0.126348936 0.243101380 -2.525822e-01 -0.653808223 0.402324344
## [351,] -0.070276458 0.365669358 4.842194e-01 -0.227201426 -0.753303271
## [352,] -2.573188293 -0.386945896 -4.941984e-01 -2.391887069 -2.148768822
## [353,] 0.679059871 0.158698361 -8.548021e-01 -0.005001298 -0.185936428
## [354,] 0.222325880 -0.572760679 7.150074e-01 0.800558856 0.565010464
## [355,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [356,] -0.458501495 0.720110155 -1.211897e+00 0.205575695 3.432491464
## [357,] -0.493863553 -1.233408187 6.304815e-01 0.967015627 -1.357512990
## [358,] 1.205553434 0.433309129 -9.761240e-01 0.234025960 -0.408128036
## [359,] 0.845497656 0.498915791 -7.859646e-01 -0.053980389 -0.012971118
## [360,] -0.124995199 0.217644971 -3.622374e-01 -0.696739383 0.568808651
## [361,] 0.372663711 0.335418642 -6.289666e-01 -0.375606055 0.344483433
## [362,] -0.332018308 0.370748145 -8.916579e-01 -1.186262701 0.581524051
## [363,] -0.316063412 0.439360547 -5.181322e-01 -0.988267218 -0.024601431
## [364,] -0.171848747 0.080538753 -4.825105e-01 -0.634386960 0.570158808
## [365,] 0.221062708 -0.566885333 7.039399e-01 0.783016545 0.577616034
## [366,] 0.249813055 0.200381543 -4.398891e-01 -0.357735690 -0.008196002
## [367,] 0.245430518 0.216951185 -3.838003e-01 -0.347114599 -0.102852244
## [368,] -0.180446954 -0.663460901 6.960339e-01 0.533697782 1.123497047
## [369,] 0.231782383 0.190401770 -4.938376e-01 -0.403532279 0.069740050
## [370,] -0.468323135 -0.435865953 -3.254686e-01 -0.085099735 -2.229676716
## [371,] -0.492537361 -0.486881731 -6.773640e-01 -0.293909588 -1.702933417
## [372,] 0.133039062 -0.156146630 -7.240895e-01 0.205290244 -2.142844756
## [373,] -0.125301229 0.258609170 -2.231994e-01 -0.643346538 0.351375690
## [374,] -0.101861649 0.279669685 -1.032605e-01 -0.559660302 0.173534553
## [375,] -0.493466566 -1.222701701 6.963346e-01 1.000410029 -1.455387173
## [376,] -0.149669039 -0.525227348 8.645409e-01 0.486784606 1.031843968
## [377,] -0.143410892 -0.530743319 8.757307e-01 0.508822555 1.017199855
## [378,] -0.108983939 0.272270334 -1.459509e-01 -0.590151067 0.230750313
## [379,] 0.230466964 0.177833613 -5.707040e-01 -0.443241230 0.184257440
## [380,] -0.130404108 0.206564229 -4.282278e-01 -0.734629030 0.668713735
## [381,] 0.377434367 0.392256147 -4.286979e-01 -0.292484811 0.058983810
## [382,] 0.077813195 -1.017135510 -1.646444e-02 1.133787063 -0.907389962
## [383,] -0.080618308 0.473682222 -7.487281e-01 -0.887243452 0.027349818
## [384,] 0.001705198 0.157731740 -1.678261e-01 -0.449456289 -0.141313770
## [385,] -0.853380496 -1.158882232 9.889163e-01 0.779957386 -1.200969408
## [386,] 0.091035039 -0.017136600 -1.619488e+00 1.450693158 1.193430140
## [387,] -1.784356469 -0.414812510 6.295734e-02 -1.114935372 -1.769765958
## [388,] -0.145847635 -0.539223323 8.902191e-01 0.519124998 1.003583662
## [389,] -0.114556289 0.267711492 -5.426921e-02 -0.530070591 0.082811628
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## [418,] 1.336752871 -0.566765477 -2.044505e-02 1.082693185 0.495518320
## [419,] 0.802328737 -0.355201170 9.414891e-02 0.985047753 0.950878089
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## [438,] -0.562983710 -0.388312757 7.786269e-01 0.044922797 0.677213963
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## [444,] 0.359155085 -0.388505324 7.998953e-01 0.924527056 0.520671555
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## [448,] -0.114267947 0.259387518 -1.095339e-01 -0.560486617 0.189908604
## [449,] -0.841418008 -0.422283915 -2.711168e-01 -0.431502310 -1.609982739
## [450,] -0.158252701 -0.538582788 8.569265e-01 0.487963293 1.011500992
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## [452,] -0.101521568 0.304287923 1.655764e-01 -0.408267404 -0.248166778
## [453,] -0.100960164 0.281516476 -9.226211e-02 -0.553345360 0.156883706
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## [455,] -0.126970445 0.218018522 -3.246199e-01 -0.674128556 0.489048588
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## [457,] 0.374728937 0.413671809 -2.956736e-01 -0.230927399 -0.146144544
## [458,] -0.041507810 -1.172643168 1.802479e-01 1.171960270 -1.283950815
## [459,] 0.850907541 0.483040499 -8.859937e-01 -0.096592978 0.142204694
## [460,] -0.128691703 0.229838872 -2.855083e-01 -0.661525676 0.456322163
## [461,] -0.496710818 -1.237810999 6.524101e-01 0.986377635 -1.384738506
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## [463,] 0.801654750 -0.300841708 2.829182e-01 1.062023226 0.667882117
## [464,] -0.147775505 -0.541114830 7.658150e-01 0.438941018 1.177632150
## [465,] -0.099753626 0.269355101 -5.428226e-02 -0.519921028 0.102584922
## [466,] -0.101375074 0.297751142 7.889328e-03 -0.506237135 -0.000330649
## [467,] -0.112192892 0.275589658 -1.240914e-01 -0.582016429 0.199479520
## [468,] 0.853611019 0.515536904 -6.869790e-01 0.002854082 -0.162828745
## [469,] 1.199243041 0.420381596 -1.053113e+00 0.189821371 -0.291572104
## [470,] 0.826357233 -0.305929608 2.835977e-01 1.087726627 0.703809341
## [471,] 0.821425279 0.446112819 -1.035438e+00 -0.195236536 0.373033027
## [472,] -0.108586952 0.282976820 -8.009785e-02 -0.556756664 0.132876131
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## [474,] 0.227383965 0.182085636 -3.024668e-01 -0.280022022 -0.283279184
## [475,] 0.665884306 -0.580338523 2.867247e-01 1.132318917 0.442231883
## [476,] 1.171780445 0.386687063 -1.225895e+00 0.080552931 -0.064159102
## [477,] 0.239481812 0.196301516 -4.607201e-01 -0.380091818 0.017748965
## [478,] -0.465131130 -0.439200158 -3.473430e-01 -0.093233980 -2.198413564
## [479,] -0.127250421 0.241254590 -2.635806e-01 -0.660123164 0.418975191
## [480,] 0.114992356 0.299827001 -2.959859e-01 -0.439857404 0.153452267
## [481,] 0.703477113 -0.438037134 4.773657e-01 1.102530870 0.315246207
## [482,] -0.074307914 0.486609754 -6.717393e-01 -0.843038863 -0.089206114
## [483,] 1.158794727 -0.383036148 -1.449593e-01 1.210430317 0.654313622
## [484,] 1.214352817 0.473160168 -8.478247e-01 0.290094746 -0.612979594
## [485,] -0.131208157 -0.483179078 1.186878e+00 0.677411530 0.511975569
## [486,] -0.081670707 0.297778377 6.546516e-02 -0.451957799 -0.077262949
## [487,] -0.132422543 0.224253785 -4.319092e-01 -0.754339539 0.663672347
## [488,] -0.770871931 0.003487715 -4.334211e-01 -1.091184907 0.126609437
## [489,] -0.122653139 0.278136581 -3.296497e-02 -0.532994547 0.033356003
## [490,] 0.351262612 -0.368317919 8.030650e-01 0.905518687 0.517672886
## [491,] -0.107327191 0.262302915 -1.423385e-01 -0.581667928 0.231746425
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## [493,] -0.847943867 -0.413828311 -3.297903e-01 -0.482787525 -1.531769890
## [494,] -1.459389098 -0.539609394 -4.538390e-01 -1.020111003 -1.706436552
## [495,] -0.489498940 -1.223036676 7.403973e-01 1.036897164 -1.517945286
## [496,] 0.851398907 0.975747701 -2.944033e+00 0.860033346 -0.048132442
## [497,] 1.196479690 0.386365213 -6.937503e-01 0.507772253 -1.014755768
## [498,] 0.444201040 -0.361893396 -1.266039e+00 0.410977453 -2.185980175
## [499,] 0.052001713 -0.688898712 1.017424e+00 0.399657737 0.876740903
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## [501,] -0.123696729 0.230198248 -2.853859e-01 -0.657030039 0.454283621
## [502,] 0.125146214 0.012424399 -1.385953e+00 1.606011946 0.850076640
## [503,] -0.121235460 -0.476851424 1.150622e+00 0.655468716 0.596883392
## [504,] 0.216457142 0.159006334 -6.808104e-01 -0.510886280 0.352804457
## [505,] 0.232537646 0.178587561 -5.012236e-01 -0.401364082 0.087387009
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## [507,] 0.358060556 -0.364264963 8.251842e-01 0.922644207 0.482332649
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## [509,] -0.150411423 -0.534470235 9.924664e-01 0.578957459 0.818770754
## [510,] 0.836869021 -0.242803925 5.546164e-01 1.216898766 0.286566211
## [511,] 0.859433861 0.537339012 -5.551206e-01 0.074137739 -0.360600372
## [512,] 0.836210722 0.467939327 -8.593943e-01 -0.082970106 0.110664745
## [513,] 0.892879363 0.586089192 -2.689026e-01 0.247317094 -0.797591850
## [514,] 0.810885063 -0.303756941 3.745868e-01 1.132253265 0.539716726
## [515,] -0.032712821 0.097308845 -4.763356e-01 -0.619373741 0.316846582
## [516,] -0.816447557 -0.382432711 -8.395343e-02 -0.326384796 -1.901161867
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## [518,] -0.120432118 0.260120985 -1.681383e-01 -0.600544462 0.272166730
## [519,] 0.238820318 -0.542458086 9.604621e-01 0.943475065 0.201726474
## [520,] -0.516132849 -0.635017057 -7.618666e-01 -0.174184704 -1.743207131
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## [523,] 0.342219120 0.361174397 -5.343767e-01 -0.366858116 0.185218819
## [524,] 1.190270406 -0.346256207 2.036259e-01 1.426496337 0.114255934
## [525,] 1.182626906 -0.339111672 1.335439e-01 1.365559617 0.234993270
## [526,] -0.492711304 -1.234515910 6.889486e-01 1.002578227 -1.437740214
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## [528,] -0.118989859 0.244580669 -3.122301e-01 -0.679644185 0.489900654
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## [534,] 0.372115047 0.388550376 -4.493915e-01 -0.310345693 0.082897875
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## [538,] 0.883305828 0.109991936 -1.858100e+00 1.642797188 1.111581520
## [539,] -0.478684534 -1.215673751 7.990699e-01 1.070222884 -1.606279590
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## [553,] -0.499561495 -1.257012369 6.010305e-01 0.963286067 -1.300488157
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## [555,] 0.162300586 -0.740980499 5.070796e-01 0.807278561 0.675705974
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## [563,] -1.004535867 0.296978155 1.629156e-01 -1.261806463 -0.104168477
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## [566,] 0.119304945 0.325059747 -3.254269e-01 -0.475026616 0.202520658
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## [573,] -1.065178533 -0.539346840 8.290353e-01 -0.391353595 1.203990615
## [574,] -0.103721252 0.269690076 -9.834492e-02 -0.556408163 0.165143035
## [575,] 1.942293811 0.704176383 -2.052072e+00 1.690382593 2.726081988
## [576,] 0.470534374 -0.986448036 1.114502e-01 1.572650658 -1.784393744
## [577,] -0.969970543 0.080490816 -2.518256e-01 -1.349243697 0.363568506
## [578,] 0.211123090 0.082552513 -4.338668e-01 -0.230032358 -0.216055461
## [579,] -0.123136572 0.254580614 -2.011335e-01 -0.619489285 0.322119272
## [580,] -0.130509515 -0.494103280 1.125004e+00 0.637133312 0.635246466
## [581,] -0.154232828 -0.520474260 9.667881e-01 0.546617068 0.847031060
## [582,] -0.124483123 -0.506759281 1.033389e+00 0.598982746 0.779007923
## [583,] 0.250839427 0.228031927 -3.178100e-01 -0.309224952 -0.202757328
## [584,] -0.100473589 0.299597933 1.888773e-02 -0.499922193 -0.016981496
## [585,] -0.157838767 -0.527861421 9.227945e-01 0.521357303 0.913634450
## [586,] 0.114985265 -0.439530520 9.859628e-01 0.801113862 0.555013375
## [587,] 0.357600726 0.378582793 -5.046432e-01 -0.350911282 0.170221557
## [588,] 0.379236361 0.422905761 -2.406816e-01 -0.199352693 -0.229398781
## [589,] -0.344183383 -0.365524132 5.072301e-01 0.112457418 0.756768044
## [590,] 0.848076247 0.505608601 -6.980307e-01 0.003270874 -0.140094078
## [591,] 0.811814269 0.432063028 -9.991118e-01 -0.162066352 0.292170481
## [592,] -0.503382899 -1.243016394 5.753522e-01 0.930945676 -1.272227851
## [593,] -0.132715694 0.244160888 -1.723317e-01 -0.606605644 0.250813131
## [594,] -0.130773158 -0.504873374 1.029723e+00 0.597231341 0.784095631
## [595,] -0.805268053 -0.367993364 4.809640e-02 -0.239378131 -2.096926759
## [596,] 0.207779505 0.150433398 -6.410102e-01 -0.491687698 0.264847469
## [597,] -0.133052905 0.234265920 -3.221159e-01 -0.688953639 0.505278594
## [598,] -0.857581891 -1.209080382 7.948864e-01 0.694989835 -0.900282211
## [599,] -0.163032210 -0.560325299 8.384888e-01 0.490548282 1.051882618
## [600,] 0.486646218 0.254631465 -5.483368e-01 -0.196973816 -0.146760803
## [601,] 0.389098012 0.383022359 -4.248258e-01 -0.275010789 0.055910477
## [602,] 0.870614342 0.524822326 -5.890902e-01 0.080642169 -0.301284368
## [603,] 0.796461307 -0.333305586 1.986125e-01 1.031214205 0.806130285
## [604,] 0.267066153 0.261274153 -1.198388e-01 -0.195556010 -0.502472582
## [605,] -0.099067606 0.292585027 -2.496853e-02 -0.520686713 0.047590991
## [606,] -0.108319241 0.280037187 -3.261424e-02 -0.527509398 0.069307395
## [607,] -0.123554624 0.276289791 -4.396336e-02 -0.539309488 0.050006850
## [608,] -0.549028932 -1.419240021 3.270395e-01 0.946220195 -1.070095581
## [609,] -1.058840418 0.207553872 -4.786729e-01 -1.647783564 0.856539286
## [610,] -0.135760770 0.213926991 -4.284192e-01 -0.750352038 0.666707001
## [611,] -0.149482218 0.201349735 -3.812322e-01 -0.715362157 0.571224510
## [612,] -0.868851960 -1.203938667 7.835592e-01 0.668456641 -0.883607195
## [613,] -0.135425136 0.223932985 -3.503515e-01 -0.699737215 0.523392714
## [614,] -0.474121452 -1.173197737 9.931689e-01 1.166417805 -1.902921511
## [615,] 0.349430998 0.375948720 -4.463895e-01 -0.316338586 0.052012040
## [616,] 0.312637237 -0.449741658 5.718062e-01 0.792127299 0.833269554
## [617,] 0.259854275 0.246499831 -2.078260e-01 -0.246075540 -0.369265803
## [618,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [619,] -0.110877473 0.288157815 -4.722503e-02 -0.542307478 0.084962131
## [620,] -0.124545967 0.246794961 -2.305854e-01 -0.641178340 0.369022649
## [621,] -0.136119046 0.236447686 -3.551801e-01 -0.719125833 0.551185859
## [622,] -0.148676990 -0.542961620 7.548166e-01 0.432626077 1.194282998
## [623,] -1.041712207 0.242642888 -2.697033e-01 -1.527799681 0.540173184
## [624,] 0.251253361 0.238753294 -2.519420e-01 -0.275830942 -0.300623870
## [625,] -0.115611854 0.222792900 -3.477293e-01 -0.683763926 0.523623191
## [626,] 0.246961402 0.208136206 -3.252493e-01 -0.300325022 -0.179026550
## [627,] 0.478143176 -0.468042909 9.133770e-01 1.137715375 -0.052186991
## [628,] 0.319654280 -0.418968540 5.753604e-01 0.775902911 0.832385402
## [629,] 0.236139965 -0.301550374 -1.002553e+00 0.202407798 -2.113162165
## [630,] -0.337726768 -0.338935600 6.026032e-01 0.160808750 0.605914305
## [631,] 0.083735001 -0.985428374 2.130039e-01 1.261237571 -1.260174617
## [632,] 0.835938893 0.503309504 -6.838397e-01 0.001356435 -0.195745483
## [633,] 0.839573475 -0.237263554 5.876116e-01 1.235843590 0.236613669
## [634,] 0.168018797 -0.739429718 3.812648e-01 0.743757031 0.910495699
## [635,] -0.125210664 0.239028108 -3.439220e-01 -0.703820009 0.530465567
## [636,] -0.153814776 -0.542183436 8.096180e-01 0.466437270 1.119143482
## [637,] -0.154862483 -0.557691226 7.802352e-01 0.455975586 1.170092136
## [638,] 0.276081000 0.279742057 -9.854854e-03 -0.132406597 -0.668981057
## [639,] -0.144378632 0.206165574 -4.725501e-01 -0.780107048 0.735341293
## [640,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [641,] -0.112736807 0.298451275 8.801740e-02 -0.463530193 -0.149803319
## [642,] -0.111835322 0.300298065 9.901580e-02 -0.457215252 -0.166454166
## [643,] 0.213578744 -0.594168215 6.525070e-01 0.766656710 0.667950202
## [644,] 0.211531666 0.171481559 -5.786322e-01 -0.462281189 0.163946272
## [645,] 0.503912928 1.564235923 -1.989171e+00 0.111456283 2.163605353
## [646,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [647,] -1.064117947 -0.544896146 9.789576e-01 -0.286550860 0.957615706
## [648,] -0.135744481 0.242450157 -3.072990e-01 -0.697244150 0.469958347
## [649,] 0.395166929 0.905175318 -2.380519e+00 0.735164645 -0.285276221
## [650,] 1.620969041 1.566579985 -1.213166e+00 -0.363437208 2.084517692
## [651,] 0.869294536 0.524411644 -5.732453e-01 0.078981878 -0.330372010
## [652,] -0.108445835 -0.303880458 3.134030e-01 0.221774671 0.740123679
## [653,] 1.201926865 0.431306309 -9.173693e-01 0.268429487 -0.512190357
## [654,] -0.083912241 -0.805777571 4.982558e-01 0.573878331 1.030114305
## [655,] -0.715633764 -0.507856901 -2.562363e-01 -0.272364481 -2.030869141
## [656,] -0.160543221 -0.533401792 8.897993e-01 0.502412479 0.963586992
## [657,] -0.113249704 0.277824880 -7.546060e-02 -0.553091054 0.103076251
## [658,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [659,] 0.236829604 0.209204649 -4.279163e-01 -0.376870002 -0.034210311
## [660,] -0.840544244 -1.154410304 1.124579e+00 0.875447189 -1.395738189
## [661,] -0.854066516 -1.182112159 9.596026e-01 0.780723071 -1.145975478
## [662,] -0.120793805 0.267843122 -1.682074e-01 -0.611771832 0.268121453
## [663,] -0.159564603 -0.567562062 7.668855e-01 0.448128869 1.156931287
## [664,] -0.147020949 -0.505699937 1.054775e+00 0.597136598 0.713824281
## [665,] -0.161388341 -0.549235622 7.215617e-01 0.404690370 1.248304985
## [666,] 0.103979704 0.293664312 -5.123996e-01 -0.582380617 0.485585064
## [667,] 1.725657936 0.752135053 -2.241359e+00 1.904697570 2.770989421
## [668,] 1.210600655 0.452112007 -9.102027e-01 0.260688237 -0.512078397
## [669,] -0.096363152 0.298125398 8.026661e-03 -0.501741889 -0.002361551
## [670,] -0.137734272 -0.522602210 9.892047e-01 0.575959469 0.853726035
## [671,] -0.509063893 -1.266605696 5.459161e-01 0.927215723 -1.215195377
## [672,] -0.112826664 0.270803235 -8.760623e-02 -0.559084104 0.152561632
## [673,] -0.135245283 -0.495678703 1.040515e+00 0.587823666 0.765430409
## [674,] -0.460083909 -0.420397279 -2.814217e-01 -0.066571703 -2.302363925
## [675,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [676,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [677,] -0.515589752 -1.258150092 4.872427e-01 0.875930508 -1.136982529
## [678,] -0.167755099 -0.548176115 8.018122e-01 0.451892949 1.096793772
## [679,] -0.157477079 -0.535583558 9.228636e-01 0.532584673 0.917679727
## [680,] -0.521055025 -1.255243794 5.784915e-01 0.929448028 -1.305144589
## [681,] -0.153456499 -0.564704132 7.363789e-01 0.435211066 1.234664624
## [682,] 0.214480229 -0.592321425 6.635054e-01 0.772971652 0.651299355
## [683,] -0.830548661 0.749199983 -1.128162e+00 -0.130365195 4.001236787
## [684,] 0.102994134 -0.428168618 1.018538e+00 0.803346167 0.465064164
## [685,] 0.343092884 -0.370951992 8.613187e-01 0.940091383 0.399463369
## [686,] 0.315617270 -0.408176181 -5.029237e-01 0.291762236 -2.560152422
## [687,] 0.238072418 0.188515863 -4.901719e-01 -0.401780873 0.064652342
## [688,] 0.261657244 0.250193411 -1.858292e-01 -0.233445657 -0.402567498
## [689,] -0.861714702 -0.465320755 -4.715107e-01 -0.547227858 -1.352346963
## [690,] -0.500678445 -1.237476023 6.083474e-01 0.949890499 -1.322180393
## [691,] 0.472360961 1.499598262 -2.374115e+00 -0.109566660 2.746385014
## [692,] -0.125328950 -0.475364009 1.161498e+00 0.657288020 0.582271087
## [693,] 0.218994744 0.156270047 -5.634512e-01 -0.436424908 0.166484010
## [694,] 3.428120617 12.114216260 1.288689e+01 -5.548937931 -1.832227215
## [695,] -0.130250308 -0.495319327 1.040638e+00 0.592319304 0.763391866
## [696,] -0.135273926 0.252281516 -1.869425e-01 -0.621403724 0.266467867
## [697,] 0.208441921 -0.592740397 5.499623e-01 0.694607368 0.810727898
## [698,] -0.162074361 -0.572465549 6.922480e-01 0.405456056 1.303298915
## [699,] 0.242726064 0.211410814 -4.167955e-01 -0.366059423 -0.052899702
## [700,] 0.365714089 0.395203906 -4.056576e-01 -0.294076811 0.020363930
## [701,] 0.350332483 0.377795510 -4.353911e-01 -0.310023645 0.035361192
## [702,] 0.829628499 0.490381971 -7.608285e-01 -0.042848154 -0.079189551
## [703,] 0.234612701 0.194789701 -5.157811e-01 -0.422893894 0.096957925
## [704,] -1.090561344 0.198527680 -1.824005e-01 -1.477572505 0.646206740
## [705,] 0.231734303 -0.558384848 8.175363e-01 0.854649096 0.412103671
## [706,] -0.141340211 -0.529989371 9.452111e-01 0.550699704 0.920329424
## [707,] -0.132450264 -0.509719394 9.527878e-01 0.546295019 0.894567744
## [708,] -0.125357594 0.272596210 -6.596016e-02 -0.551939370 0.083308545
## [709,] -0.118089351 0.273383493 -1.352122e-01 -0.592827008 0.218168910
## [710,] -0.138461813 0.223185178 -3.881063e-01 -0.726843286 0.605183679
## [711,] -0.750967630 0.102953401 -6.620773e-01 -1.368969500 0.676891925
## [712,] -0.118257993 0.255018478 -1.715685e-01 -0.608486471 0.269113388
## [713,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [714,] 0.803673185 -0.318531264 2.865996e-01 1.081733735 0.672923505
## [715,] 1.024012172 0.104546585 -2.192528e+00 2.165560750 0.663932655
## [716,] 0.817279542 0.429156730 -1.090361e+00 -0.215583872 0.460332541
## [717,] -0.105524222 0.265996495 -1.203417e-01 -0.569038045 0.198444730
## [718,] 0.240103459 0.204748696 -2.626070e-01 -0.269299577 -0.297712993
## [719,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [720,] 0.245158432 0.204442625 -3.472461e-01 -0.312954904 -0.145724855
## [721,] -0.124987622 -0.497899585 1.088244e+00 0.626062207 0.697784588
## [722,] -0.509693292 -1.255943927 4.983635e-01 0.886741087 -1.155671919
## [723,] -0.136328288 -0.529615115 9.453484e-01 0.555194949 0.918298522
## [724,] 0.247648398 0.204410099 -4.619550e-01 -0.381592943 0.021060416
## [725,] 0.499738703 1.523253374 -2.205423e+00 0.007540589 2.470102065
## [726,] -0.160271391 -0.568771968 7.142448e-01 0.418085938 1.269997221
## [727,] -0.141166268 0.217644807 -4.211015e-01 -0.745788110 0.655136221
## [728,] 0.236143585 0.185974722 -4.572300e-01 -0.376104317 0.020783620
## [729,] 0.577866811 0.395170031 -9.038274e-01 -0.353094774 0.470939406
## [730,] -0.112318755 0.276742098 -6.915275e-02 -0.543709990 0.122309103
## [731,] -0.132297642 0.222451711 -3.295019e-01 -0.686785441 0.522925553
## [732,] -0.100115313 0.277077237 -5.435133e-02 -0.531148398 0.098539645
## [733,] -0.133414592 0.241988057 -3.221850e-01 -0.700181009 0.501233317
## [734,] -0.114483412 0.280770654 -9.121862e-02 -0.567567243 0.151565521
## [735,] -0.103233973 0.281013280 2.285690e-02 -0.481370757 -0.035775206
## [736,] 0.238632574 0.212898229 -4.059195e-01 -0.364240119 -0.067512006
## [737,] -0.148913776 -0.537041557 8.571549e-01 0.488952804 1.049490927
## [738,] -1.052224702 0.226746307 -2.443758e-01 -1.500944438 0.475961486
## [739,] -1.036303299 0.253723630 -2.037130e-01 -1.489910033 0.440268100
## [740,] -0.755475053 0.093719449 -7.170693e-01 -1.400544206 0.760146162
## [741,] -0.319669351 0.431973386 -5.621258e-01 -1.013526983 0.042001959
## [742,] 0.811598804 0.453446165 -9.807964e-01 -0.169146979 0.253827398
## [743,] -0.171611115 -0.178658791 -1.278822e+00 1.555567291 0.804141093
## [744,] -0.114267947 0.259387518 -1.095339e-01 -0.560486617 0.189908604
## [745,] -0.137859172 -0.520800136 8.867974e-01 0.508405372 0.994472828
## [746,] 0.206346236 -0.603558196 6.672682e-01 0.775800472 0.630491271
## [747,] -0.092757213 0.305512559 5.202025e-02 -0.476482124 -0.068964941
## [748,] -1.027288451 0.272191533 -9.372900e-02 -1.426760621 0.273759625
## [749,] -0.118296926 0.259022001 -1.413819e-01 -0.579753332 0.207026613
## [750,] -0.104567079 0.301085348 2.976375e-02 -0.498102889 -0.031593801
## [751,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [752,] 0.258806568 0.230992041 -2.372088e-01 -0.256537225 -0.318317149
## [753,] -0.494855602 -1.215673915 7.402058e-01 1.021174157 -1.519952020
## [754,] 0.230345268 -0.551357062 8.614075e-01 0.875413224 0.347538824
## [755,] -0.116682391 0.239414554 -3.450879e-01 -0.694093764 0.537822295
## [756,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [757,] -1.830713710 -1.270994487 8.621820e-01 -0.127435885 -0.666521832
## [758,] -0.801613457 0.299859514 -4.269228e-01 -1.391054465 0.474572389
## [759,] 0.359347331 0.396263413 -3.254072e-01 -0.246874232 -0.131147282
## [760,] -0.509450226 -0.340626512 -1.214629e+00 -0.537682064 -1.764984287
## [761,] 1.204380120 0.466832514 -8.115679e-01 0.312037560 -0.697887416
## [762,] -0.151560535 -0.442385542 1.595223e-01 0.262633824 0.804571234
## [763,] 0.242238513 0.220285391 -3.619259e-01 -0.338980354 -0.134115396
## [764,] 0.235900399 -0.526615321 9.457823e-01 0.917449615 0.213335933
## [765,] -0.823297748 -0.404929171 -1.718715e-01 -0.365676956 -1.763909810
## [766,] -0.168443651 -0.613869093 1.007617e+00 0.698147172 0.646718641
## [767,] -0.672029961 -1.354308407 9.547046e-01 0.580980878 -1.070969524
## [768,] -1.423398104 -0.476290254 1.235054e+00 -0.529935828 1.258951359
## [769,] -0.145847635 -0.539223323 8.902191e-01 0.519124998 1.003583662
## [770,] -1.416547913 -0.453793795 1.322972e+00 -0.490643669 1.121699302
## [771,] -1.385869710 0.342970256 3.122207e-01 -1.576570225 0.324675092
## [772,] -0.091043831 0.301831169 2.872025e-02 -0.483881007 -0.026275616
## [773,] -1.052530025 0.220481404 -4.016841e-01 -1.603578976 0.739983354
## [774,] 0.247591057 0.245353173 -1.386963e-01 -0.209683539 -0.502087625
## [775,] -1.065234897 -0.525359800 9.862745e-01 -0.299946428 0.935923470
## [776,] -1.754494877 -0.395492859 -9.807264e-02 -1.206369147 -1.794198862
## [777,] -0.087437892 0.309218331 7.271384e-02 -0.458621242 -0.092879006
## [778,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [779,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [780,] -1.089362053 -0.639069327 9.061209e-01 -0.217880677 0.918770373
## [781,] -0.076529510 0.311798752 8.397194e-02 -0.443315418 -0.113599298
## [782,] -1.791483474 -1.205184442 8.356901e-01 -0.164647179 -0.880618720
## [783,] -2.148745196 -1.154268106 1.095468e+00 -0.388321639 -0.574241679
## [784,] -1.783370111 -1.188563329 9.346756e-01 -0.107812708 -1.030476347
## [785,] -1.051712626 -0.497657945 1.151250e+00 -0.205222309 0.686160758
## [786,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [787,] -1.049881935 0.240008815 -2.114497e-01 -1.493226984 0.421963667
## [788,] -1.245078411 -0.651106041 1.233562e+00 -0.736917498 1.332939048
## [789,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [790,] -1.775256748 -1.171942216 1.033661e+00 -0.050978237 -1.180333974
## [791,] -2.139190551 -1.126231275 1.216381e+00 -0.330084656 -0.761446278
## [792,] -1.772162885 -0.440150803 -3.179715e-01 -1.321440601 -1.457136636
## [793,] -0.112042190 0.238707471 -2.035002e-01 -0.600168958 0.303858365
## [794,] -2.123316646 -1.147967574 1.223779e+00 -0.287991016 -0.782925126
## [795,] -2.094989100 -0.328721403 2.045864e-01 -1.401789329 -1.553152303
## [796,] -1.419224647 0.274639014 -9.471994e-02 -1.810223051 0.940756448
## [797,] 0.271987511 0.281229472 1.021169e-03 -0.130587293 -0.683593362
## [798,] 0.237703368 -0.522921740 9.677791e-01 0.930079497 0.180034238
## [799,] -0.854100065 -0.641413271 1.380794e+00 -0.268362842 0.414525929
## [800,] 0.843064987 0.723967098 -1.150019e+00 1.487299836 2.523052477
## [801,] 0.239360116 -0.532889159 9.713914e-01 0.938562636 0.181030350
## [802,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [803,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [804,] -1.759903786 -0.406573601 -1.640630e-01 -1.244258794 -1.694293777
## [805,] -1.052614110 -0.499504735 1.140252e+00 -0.211537250 0.702811606
## [806,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [807,] -1.049008171 -0.492117574 1.184246e+00 -0.186277485 0.636208216
## [808,] -18.880583259 17.158955222 -3.719496e+00 14.833707168 -0.851773248
## [809,] 0.207415549 -0.620390781 4.278832e-01 0.646096630 1.005289225
## [810,] -1.054417080 -0.503198316 1.118255e+00 -0.224167133 0.736113301
## [811,] 0.238320453 -0.515280501 1.147814e+00 1.039897143 -0.098046746
## [812,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [813,] -1.029147785 0.282484992 4.151343e-02 -1.347983336 0.038994176
## [814,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [815,] -1.030049270 0.280638202 3.051504e-02 -1.354298277 0.055645023
## [816,] -1.053487874 0.232621654 -2.554433e-01 -1.518486749 0.488567056
## [817,] -1.234260594 -0.628944557 1.365543e+00 -0.661138203 1.133128879
## [818,] -1.046275996 0.247395976 -1.674561e-01 -1.467967219 0.355360277
## [819,] -1.042670057 0.254783137 -1.234625e-01 -1.442707454 0.288756887
## [820,] -1.776670309 -0.449384754 -3.729635e-01 -1.353015307 -1.373882399
## [821,] -1.396687527 0.320808772 1.802400e-01 -1.652349519 0.524485262
## [822,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [823,] -1.791629696 -1.218845442 8.173057e-01 -0.168793923 -0.846320914
## [824,] -0.096079151 0.323708931 1.766305e-01 -0.419386735 -0.262678940
## [825,] -2.137387581 -1.122537695 1.238378e+00 -0.317454773 -0.794747973
## [826,] -0.122624496 -0.469823638 1.194493e+00 0.676232844 0.532318545
## [827,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [828,] -1.057121534 -0.508738687 1.085260e+00 -0.243111956 0.786065843
## [829,] -0.145903999 -0.525236283 1.047458e+00 0.610532166 0.735516517
## [830,] -0.137104617 -0.485385243 1.175758e+00 0.666600951 0.530664959
## [831,] -2.151595873 -1.173469476 1.044088e+00 -0.411413207 -0.489991330
## [832,] -1.406631581 -0.433479101 1.443955e+00 -0.421179315 0.938539980
## [833,] -2.122936104 -0.359015870 2.965551e-02 -1.517050271 -1.292056929
## [834,] -1.408434550 -0.437172682 1.421958e+00 -0.433809198 0.971841675
## [835,] -1.770152202 -0.438731409 -1.637296e-01 -1.231412487 -1.708033748
## [836,] -0.149871626 -0.524901308 1.003396e+00 0.574045030 0.798074630
## [837,] -1.076389213 0.116929276 -2.226264e-01 -1.358412375 0.285570438
## [838,] -1.079443188 -0.576291581 7.919848e-01 -0.393904861 1.240680113
## [839,] -0.874834215 -0.683889449 1.127831e+00 -0.413606491 0.797495420
## [840,] -1.047205202 -0.488423993 1.206242e+00 -0.173647603 0.602906521
## [841,] -1.033655209 0.273251041 -1.347855e-02 -1.379558042 0.122248413
## [842,] -1.391424841 0.318228514 2.278460e-01 -1.618606616 0.458877983
## [843,] -0.107327898 0.309532017 1.540078e-01 -0.425640546 -0.249708403
## [844,] -0.128089769 -0.466917340 1.285742e+00 0.729750364 0.364156485
## [845,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [846,] -1.067597318 -0.560193999 8.900773e-01 -0.328502825 1.074336475
## [847,] -0.119047200 0.285523742 1.102862e-02 -0.507734782 -0.033247387
## [848,] -1.394884558 0.324502352 2.022368e-01 -1.639719637 0.491183567
## [849,] -0.118117072 -0.460589686 1.249485e+00 0.707807550 0.449064307
## [850,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## [851,] -1.743677060 -0.373331375 3.390812e-02 -1.130589852 -1.994009031
## [852,] 0.247647422 0.231366133 -2.959355e-01 -0.301090707 -0.234020481
## [853,] -0.125385315 -0.461376969 1.318737e+00 0.748695188 0.314203942
## [854,] -0.445245242 -0.407083300 -2.055988e-01 -0.012640869 -2.411563130
## [855,] -1.091016268 -0.586638856 6.673901e-01 -0.471852353 1.422843323
## [856,] -1.787877535 -1.197797281 8.796836e-01 -0.139387414 -0.947222110
## [857,] -1.028246300 0.284331783 5.251183e-02 -1.341668395 0.022343328
## [858,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [859,] -1.402997921 0.307881239 1.032512e-01 -1.696554108 0.641041194
## [860,] -1.061357128 -0.553342815 8.547136e-01 -0.359013204 1.175730308
## [861,] -1.403899405 0.306034449 9.225281e-02 -1.702869049 0.657692041
## [862,] -1.427511953 -0.489616278 1.172607e+00 -0.570569707 1.355807278
## [863,] 0.277873197 -0.450522661 1.396854e+00 1.180857451 -0.471379714
## [864,] -2.140778055 -1.151307992 1.176069e+00 -0.335633912 -0.689801499
## [865,] -2.122062340 -1.091142259 1.425351e+00 -0.210100772 -1.077812379
## [866,] -0.843790240 -0.432616850 -2.993524e-01 -0.442285886 -1.591868618
## [867,] -0.064901749 0.382344122 5.136932e-01 -0.220245475 -0.764231089
## [868,] -2.135584612 -1.118844114 1.260375e+00 -0.304824891 -0.828049668
## [869,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [870,] -1.070282118 -0.544162679 9.203532e-01 -0.326608705 1.039873832
## [871,] -1.421956822 -0.464874537 1.256982e+00 -0.528533316 1.221604387
## [872,] -1.389475649 0.335583094 2.682272e-01 -1.601829990 0.391278482
## [873,] -1.403025642 -0.426091940 1.487948e+00 -0.395919550 0.871936591
## [874,] -0.842534958 -0.402747569 -2.637999e-01 -0.444897878 -1.631674975
## [875,] 0.237141197 0.209796426 -3.204084e-01 -0.309045462 -0.236714444
## [876,] -0.853526719 -1.172543231 9.705319e-01 0.775810642 -1.166671602
## [877,] -1.236063564 -0.632638137 1.343546e+00 -0.673768086 1.166430574
## [878,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [879,] 0.232322181 0.199970697 -4.829083e-01 -0.408444708 0.049043926
## [880,] 0.117231320 0.027907789 -1.400755e+00 1.575490858 0.863724641
## [881,] -1.435479094 -0.492576391 1.092006e+00 -0.623257435 1.471367098
## [882,] -0.137978381 0.246741145 -2.199377e-01 -0.640348548 0.316420410
## [883,] -1.080124649 0.097372961 -2.841591e-01 -1.388621904 0.389043874
## [884,] 0.242453978 0.198902254 -3.802413e-01 -0.331899728 -0.095772313
## [885,] 0.212953118 -0.586820530 8.035075e-01 0.859910184 0.384695483
## [886,] 0.231108575 -0.530054824 1.059827e+00 0.989377613 0.035160033
## [887,] -1.088819723 -0.587037348 6.819318e-01 -0.468281644 1.403143310
## [888,] 0.220734258 -0.565406853 8.977334e-01 0.908583408 0.266676278
## [889,] -1.405702375 0.302340868 7.025601e-02 -1.715498932 0.690993736
## [890,] -0.089240862 0.305524750 5.071705e-02 -0.471251124 -0.059577311
## [891,] -0.125085764 0.237226034 -2.415147e-01 -0.636265912 0.389718773
## [892,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [893,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [894,] -1.398489521 0.290159158 -7.776262e-03 -1.745481638 0.812867853
## [895,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [896,] -0.113638292 0.296604484 7.701900e-02 -0.469845134 -0.133152471
## [897,] -0.114539776 0.294757694 6.602061e-02 -0.476160076 -0.116501624
## [898,] -1.404828611 -0.429785520 1.465951e+00 -0.408549433 0.905238285
## [899,] -0.887455002 -0.709744514 9.738531e-01 -0.502015668 1.030607284
## [900,] -1.407289879 0.277264152 2.994389e-02 -1.721048188 0.762638514
## [901,] -0.104623444 0.315072388 1.870030e-01 -0.406695722 -0.299660946
## [902,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [903,] -0.129836374 -0.484597961 1.106506e+00 0.625713314 0.665525324
## [904,] -0.686474783 -1.351441390 1.001753e+00 0.593516018 -1.174542570
## [905,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [906,] -1.374995528 0.351144700 2.869623e-01 -1.592198097 0.392932068
## [907,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [908,] -1.056163685 -0.520878936 9.390193e-01 -0.328204183 1.037482140
## [909,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [910,] -1.026443331 0.288025363 7.450862e-02 -1.329038512 -0.010958367
## [911,] -1.395786043 0.322655562 1.912384e-01 -1.646034578 0.507834414
## [912,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [913,] -1.029091421 0.268497953 -1.157258e-01 -1.439390503 0.307061320
## [914,] -1.058924504 -0.512432268 1.063263e+00 -0.255741839 0.819367538
## [915,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## PC11 PC12 PC13 PC14 PC15
## [1,] 0.3164562975 -0.6065573783 1.927808e-01 -1.950261e-02 -1.670734025
## [2,] 0.4689121553 0.6289083387 1.323065e-01 6.978921e-02 -1.531520519
## [3,] 0.0611489941 -1.4358576201 1.840870e-01 -2.348093e-01 -1.631976347
## [4,] 0.5708944645 0.1819459631 -4.707790e-02 2.319494e-01 -0.608977173
## [5,] 0.2749341604 -0.5677473221 2.051919e-01 -2.216298e-01 -1.699571675
## [6,] -0.2682008748 -1.5550684022 1.824038e-01 -1.273142e-01 -1.440530403
## [7,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [8,] 0.2793231911 -0.6528942029 5.100358e-02 5.461508e-02 -1.658514717
## [9,] -0.5056088215 -0.8340578313 3.702440e-01 -3.574900e-01 -1.658634459
## [10,] -0.7125475426 -1.6860211589 1.996366e-01 -2.482755e-01 -1.244033146
## [11,] -0.5168743779 -0.8411138113 2.305873e-01 -1.244953e-01 -1.301310645
## [12,] -0.9154184946 -1.6679126233 2.249560e-01 -3.686885e-01 -1.204027985
## [13,] -0.7300508330 -1.6267437550 2.197426e-01 -3.213831e-01 -1.285176256
## [14,] -0.1636423452 -0.6994986708 2.402665e-01 -1.029920e-01 -1.504750299
## [15,] -0.1892303875 -0.7512128364 2.082663e-01 -1.562064e-01 -1.444928306
## [16,] -0.9802935317 -0.9440359821 2.436208e-01 -2.427588e-01 -1.098439965
## [17,] 0.9859778713 -1.2612504025 1.372065e-01 7.748161e-02 -1.992493680
## [18,] 0.0217253164 -0.6583298025 2.350531e-01 -5.568661e-02 -1.585898571
## [19,] -0.1945369554 -0.7063601489 2.411354e-01 -1.108763e-01 -1.491225587
## [20,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [21,] 0.1714733818 -1.3600881673 3.321362e-01 -2.154265e-01 -1.672158328
## [22,] -0.9360076016 -0.8710356221 2.619890e-01 -3.000979e-01 -1.166632500
## [23,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [24,] -0.8876097010 -0.9234515479 2.410141e-01 -2.191061e-01 -1.139014101
## [25,] -0.5201361202 -0.8657907130 7.924759e-02 -1.142625e-01 -1.308202031
## [26,] -1.1213752632 -0.9122044904 2.672024e-01 -3.474033e-01 -1.085484228
## [27,] -0.8742183811 -0.8573126660 2.602512e-01 -2.843294e-01 -1.193681924
## [28,] -0.3490100067 -0.7406675391 2.454799e-01 -1.502974e-01 -1.423602027
## [29,] -0.6521466452 -0.7890193136 4.098864e-01 -2.439762e-01 -1.280777994
## [30,] -1.0286914324 -0.8916200562 2.645957e-01 -3.237506e-01 -1.126058364
## [31,] -0.2857041652 -1.4957909984 2.025097e-01 -2.004218e-01 -1.481673514
## [32,] 0.0888211048 -0.6894595340 2.004462e-01 -8.524823e-02 -1.566650714
## [33,] -1.0904806529 -0.9053430123 2.663335e-01 -3.395191e-01 -1.099008940
## [34,] -0.7197453298 -0.8230052757 2.559067e-01 -2.449083e-01 -1.261305484
## [35,] -0.1770336650 -0.7656375527 2.210294e-01 -3.776868e-02 -1.450082476
## [36,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [37,] -1.0729773625 -0.9646204162 2.462275e-01 -2.664115e-01 -1.057865829
## [38,] -0.1532886850 0.0279242474 4.147153e-01 4.195060e-02 -1.760667278
## [39,] -0.4972279375 -0.7020917831 2.408315e-01 -1.591407e-01 -1.377085386
## [40,] -0.1403295906 -0.7385130687 3.758780e-01 -4.472083e-02 -1.456030275
## [41,] -0.5477689881 -0.8479752893 2.314562e-01 -1.323795e-01 -1.287785933
## [42,] -0.2854218309 -1.4996350710 2.019142e-01 -2.003946e-01 -1.482330482
## [43,] 0.0424573484 -0.3261531851 9.132025e-02 5.766920e-02 -0.961906265
## [44,] -0.5754348567 -0.4633827461 1.086982e-01 -1.000155e-01 -0.691412025
## [45,] -0.0502264823 -0.3467376192 9.392695e-02 3.401650e-02 -0.921332129
## [46,] -0.7165165881 -0.4315512544 1.322798e-01 -2.046600e-01 -0.678456288
## [47,] -0.3575582141 -0.2196253891 4.080251e-02 -2.470174e-02 -0.494660411
## [48,] -0.5295345558 -0.1946553755 6.525299e-02 -1.372305e-01 -0.468179962
## [49,] -0.3440497755 0.0032099832 -2.251288e-02 7.019991e-03 -0.225875603
## [50,] -0.1396815714 0.0241319679 -2.709321e-02 5.061203e-02 -0.297908798
## [51,] -0.3559438432 -0.0238983784 -2.101092e-02 -4.577617e-03 -0.203235814
## [52,] -2.5411574009 -0.0131668990 2.392970e-02 -5.633984e-02 -0.767201505
## [53,] -0.2189740824 0.0696864157 -5.249439e-03 -3.826401e-02 -0.312002485
## [54,] -0.5382256882 -0.8026668441 -3.272456e-02 -1.935812e-01 -0.200626138
## [55,] 0.6722609312 1.0123016682 2.954857e-01 1.947993e-01 -0.967056895
## [56,] 0.6975587221 -0.5282077221 -6.748054e-02 1.217882e-01 -0.741614617
## [57,] 0.7382655253 0.2515291272 9.115764e-02 1.667606e-01 -1.015969432
## [58,] 0.6222859179 -0.5625968525 -1.034067e-01 6.341459e-02 -0.662551457
## [59,] 0.0665491465 -0.6190507532 1.011212e-01 -4.802926e-02 -0.457515260
## [60,] -0.2014707920 0.0104090118 -2.535541e-02 3.484356e-02 -0.270859374
## [61,] -0.0881978542 -0.7658835553 -6.499513e-02 -1.009432e-02 -0.348828994
## [62,] -0.1190924644 -0.7727450333 -6.412623e-02 -1.797855e-02 -0.335304282
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## [649,] -3.3591215823 -0.5965709364 1.479515e-01 -5.202703e-01 0.433989226
## [650,] 1.1021853894 3.4711248293 1.419839e+01 -5.412592e-01 1.158129770
## [651,] 0.0355274396 0.9499545009 -3.224302e-01 1.334476e-01 0.825992187
## [652,] 0.5932108610 0.3725210320 -1.241585e-01 1.382673e-01 1.465313352
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## [661,] -0.1362035774 0.8599525238 9.997930e-02 3.275964e-02 -0.541840353
## [662,] 0.0100897341 0.1496043366 -6.094892e-02 1.634774e-01 -0.330678694
## [663,] 0.7307722632 0.2662049416 -1.066689e-01 3.784499e-01 -0.574730012
## [664,] -0.1387021510 0.0211274786 -7.164216e-02 1.865818e-01 -0.214760734
## [665,] 0.8308528912 0.2687253621 -1.036463e-01 4.415751e-01 -0.641178095
## [666,] 0.6913855306 0.4962838644 -1.418781e-01 3.570547e-01 -0.336797760
## [667,] -1.3880802486 -0.4266162543 -3.000349e-01 1.649434e-01 0.800198391
## [668,] 0.6268166896 -0.3089003070 -1.597858e-01 -1.034023e-01 1.371252925
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## [670,] 0.1263288172 0.1466020229 -1.065715e-01 3.122053e-02 -0.335585128
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## [673,] -0.0650908063 0.0697424986 -7.844820e-02 2.129322e-01 -0.248961447
## [674,] -0.3713104292 -0.5594950490 3.273344e-01 -2.531224e-01 0.318426477
## [675,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [676,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [677,] 0.7891567578 -0.3629607543 2.753802e-01 1.116806e-01 -0.140533006
## [678,] 0.5718738849 0.1789414737 -9.162685e-02 3.679192e-01 -0.525829110
## [679,] 0.2502818565 0.1247311549 -9.221581e-02 1.706132e-01 -0.387686856
## [680,] 0.4992831413 -0.4596061207 2.882685e-01 3.014050e-02 -0.011659309
## [681,] 0.8370505046 0.3025089561 -1.268507e-01 2.125638e-01 -0.646998722
## [682,] 0.6870057913 -1.1229583358 5.634620e-02 -2.134864e-01 0.222543354
## [683,] -2.4445673062 0.7566417011 -1.670846e-01 2.703991e-01 -0.660817184
## [684,] -0.3224554417 0.1756856209 -1.282422e-01 1.594005e-01 0.157812136
## [685,] -0.1663680196 0.4057200218 -1.944001e-01 2.189458e-01 0.381613174
## [686,] -0.8417899957 1.6045874142 5.734881e-02 -1.423176e-02 0.857706295
## [687,] 0.5896012789 -1.1006068384 8.803574e-02 -1.917617e-01 0.218767497
## [688,] -0.2941456961 -1.3140144181 1.259969e-01 -3.019669e-01 0.605829974
## [689,] 0.5437213066 1.0476220676 -4.643826e-02 2.690451e-01 -0.873232565
## [690,] 0.4494527279 -0.4403740235 2.846370e-01 2.497533e-02 0.007927076
## [691,] -2.4105868794 0.0259035818 -1.848806e-01 1.365852e-01 -0.752880492
## [692,] -0.4049315191 -0.0057337599 -6.889030e-02 1.262056e-01 -0.100189616
## [693,] 0.8207138099 -1.0540504433 -7.923204e-02 -2.369401e-01 0.106885297
## [694,] 4.6026964010 -1.8135365541 6.223775e-02 -6.435342e-02 -0.187419307
## [695,] -0.0649541234 0.0678054879 -7.874928e-02 2.129536e-01 -0.249273197
## [696,] 0.0291622201 0.1215737507 -5.674958e-02 1.607796e-01 -0.337052117
## [697,] 0.9591420046 -1.0988327000 7.113497e-02 8.651011e-02 0.105984605
## [698,] 0.9604832942 0.3318619303 -1.300318e-01 2.440949e-01 -0.700752351
## [699,] 0.3546411193 -1.1699233791 1.077500e-01 -1.363979e-01 0.321811022
## [700,] 0.1060023065 0.5616427921 -1.871825e-01 2.273783e-01 0.211596365
## [701,] 0.1559694028 0.5404736842 -1.838520e-01 2.325648e-01 0.191698231
## [702,] 0.4990388573 1.0074039641 -3.170368e-01 3.595396e-01 0.625775594
## [703,] 0.6326926116 -1.1081700766 9.992995e-02 -6.543982e-02 0.200088614
## [704,] -0.0481913076 0.5156179061 -2.316106e-03 1.529564e-01 -0.253428098
## [705,] 0.2363692462 -1.2422219788 7.835656e-02 -2.132650e-01 0.422207151
## [706,] 0.2499072582 0.1740479351 -1.100471e-01 6.275748e-02 -0.389683976
## [707,] 0.1823484101 0.1207902504 -8.599490e-02 2.760333e-01 -0.357816111
## [708,] -0.3106784927 0.0460974922 -4.719169e-02 7.405303e-02 -0.188280285
## [709,] -0.0825940967 0.1290199025 -5.834222e-02 1.398247e-01 -0.290104558
## [710,] 0.6462306236 0.3080998373 -8.847376e-02 2.105826e-01 -0.611802513
## [711,] 0.9450102102 -0.6578817599 1.484371e-01 1.862874e-02 0.115354416
## [712,] 0.0381532420 0.1397603079 -5.341867e-02 2.431366e-01 -0.338962643
## [713,] -0.2370671480 0.0947125122 -5.399772e-02 1.004035e-01 -0.222480998
## [714,] 0.9242240430 1.0730164309 -3.713484e-01 3.061252e-01 0.485622041
## [715,] -1.8287149070 0.3152569114 -1.073607e-01 1.849611e-02 0.688539863
## [716,] 1.5055404717 1.2975539817 -3.728198e-01 3.934000e-01 0.180358113
## [717,] -0.0945084848 0.1396005461 -7.170083e-02 2.141417e-02 -0.285607356
## [718,] -0.0351153086 -1.2753949898 -3.344619e-02 -2.674918e-01 0.486009044
## [719,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [720,] 0.2060833471 -1.1666031026 8.948567e-02 -4.048576e-01 0.384270923
## [721,] -0.1698346766 0.0616457701 -8.890569e-02 7.086318e-02 -0.203544891
## [722,] 0.7583988305 -0.3717592430 2.759480e-01 1.038177e-01 -0.127320044
## [723,] 0.2500529097 0.1721408731 -1.103416e-01 6.276334e-02 -0.390029194
## [724,] 0.4838923416 -1.1202774502 2.602930e-01 -1.197187e-01 0.275600837
## [725,] -2.8908652970 -0.0451590642 -2.030559e-02 2.823126e-03 -0.511515355
## [726,] 0.8986940736 0.3181389742 -1.282940e-01 2.283264e-01 -0.673702927
## [727,] 0.7389144544 0.3286842715 -9.108046e-02 2.342353e-01 -0.652376649
## [728,] 0.5150294496 -1.0979883221 8.079668e-02 -3.260152e-01 0.249023803
## [729,] 1.2198226466 1.0043830126 -2.802763e-01 5.313349e-01 0.016131331
## [730,] -0.2497130738 0.1091169739 -6.327568e-02 -1.806020e-02 -0.219585865
## [731,] 0.5104554602 0.2950786414 -9.776127e-02 6.060802e-02 -0.552549494
## [732,] -0.2798761463 0.0984316778 -6.648743e-02 -2.589124e-02 -0.204459084
## [733,] 0.4426142777 0.2456650293 -7.311351e-02 2.738567e-01 -0.520024662
## [734,] -0.2061725377 0.1015739903 -5.486662e-02 1.082877e-01 -0.236005710
## [735,] -0.4998493639 0.0257041751 -2.082597e-01 -7.087414e-02 -0.118936524
## [736,] 0.3236098262 -1.1748478464 1.089200e-01 -1.443035e-01 0.335647484
## [737,] 0.4788154559 0.2076738198 -1.068515e-01 2.364108e-01 -0.487252093
## [738,] 0.0005011767 -0.4602117500 1.495634e-01 -2.757167e-01 0.504811799
## [739,] -0.0986092142 -0.4671700598 1.572487e-01 -1.782080e-01 0.548864224
## [740,] 1.0994832614 -0.6235743696 1.440926e-01 5.804992e-02 0.047730856
## [741,] 0.0179902151 0.1125648203 -2.659892e-02 -9.688066e-02 1.376190459
## [742,] 1.1169310625 1.1446335251 -3.344148e-01 5.172243e-01 0.355281355
## [743,] -2.9324258157 -0.9634002277 9.421562e-02 -2.832715e-01 -0.314228192
## [744,] -0.1074367450 0.1578490804 -8.038328e-02 -9.707669e-02 -0.282055255
## [745,] 0.3677160717 0.1619591187 -9.120829e-02 3.233387e-01 -0.438964383
## [746,] 0.6837440490 -1.1476352374 -9.499352e-02 -2.032537e-01 0.215651968
## [747,] -0.6075201367 0.0085307030 -4.416644e-02 5.819842e-03 -0.060841422
## [748,] -0.4075553168 -0.5357848404 1.659377e-01 -2.570503e-01 0.684111344
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## [751,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [752,] -0.1209747570 -1.2584208335 1.080204e-01 -3.730991e-01 0.529835872
## [753,] 0.0785807219 -0.5207747494 2.953649e-01 -6.965682e-02 0.170535369
## [754,] 0.1126541223 -1.2677308804 8.213325e-02 -2.448232e-01 0.476617749
## [755,] 0.5103586138 0.2777439295 8.057177e-02 2.747946e-01 -0.539842391
## [756,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [757,] 0.0300035351 1.2924544365 1.474849e-01 8.465040e-02 -0.541869909
## [758,] 0.2428458695 -0.1959667906 8.587741e-02 -7.135726e-02 0.691516990
## [759,] -0.1529766998 0.4718589037 -1.751630e-01 1.537224e-01 0.326945351
## [760,] 1.0230058494 0.9146516342 8.033457e-02 -5.220818e-02 0.927701631
## [761,] 0.2873505750 -0.4336933458 -1.323966e-01 -8.227324e-02 1.522021876
## [762,] 0.6194606103 0.3774761367 -1.060168e-01 3.481166e-01 1.436360490
## [763,] 0.2000313851 -1.2022937586 1.123956e-01 -1.758404e-01 0.389746332
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## [768,] -0.4808832865 0.7637941609 -3.519810e-02 5.786633e-02 -0.039222996
## [769,] 0.4043803095 0.2083553254 -1.143916e-01 1.021787e-01 -0.457307535
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## [772,] -0.5402037864 0.0463607377 1.104088e-01 6.724745e-03 -0.079656965
## [773,] 0.4574937704 -0.3436634549 1.416085e-01 -3.629173e-02 0.305419409
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## [807,] -0.7108202532 -0.6985690887 1.595890e-01 -2.733671e-01 0.867652865
## [808,] 3.4264990005 -0.6540487564 -1.340289e-02 1.644030e-01 -0.124999067
## [809,] 1.3229041831 -0.9798904850 2.074488e-01 4.779955e-02 -0.045528142
## [810,] -0.5254525916 -0.6574002204 1.543756e-01 -2.260617e-01 0.786504593
## [811,] -0.7193154791 -1.5025704102 1.231675e-01 -3.486574e-01 0.843503350
## [812,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [813,] -0.8210073744 -0.6598761190 1.823017e-01 -3.701274e-01 0.867083890
## [814,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [815,] -0.7901127641 -0.6530146409 1.814328e-01 -3.622431e-01 0.853559178
## [816,] 0.0131471026 -0.4746162116 1.588414e-01 -1.572530e-01 0.501916666
## [817,] -0.7961840057 0.7010218024 -1.786422e-02 1.012010e-01 0.084013913
## [818,] -0.2340097795 -0.5295080360 1.657926e-01 -2.203269e-01 0.610114362
## [819,] -0.3575882205 -0.5569539482 1.692682e-01 -2.518638e-01 0.664213210
## [820,] 0.0160202744 0.3148920533 3.482942e-01 -2.032195e-01 0.176834166
## [821,] -0.8564759741 0.7263293665 4.612623e-03 8.611613e-03 0.079035304
## [822,] 0.2496238832 -1.1741460862 9.789472e-02 -2.785096e-01 0.367851078
## [823,] 0.0030781580 0.2487734261 3.255720e-01 -1.379701e-01 0.233761026
## [824,] -0.9693178254 -0.0991861221 -1.168747e-02 1.013887e-01 0.102543901
## [825,] -0.8543481963 1.4352942879 1.841063e-01 1.463322e-01 -0.194274506
## [826,] -0.4976153499 -0.0263181941 -6.628361e-02 1.025529e-01 -0.059615480
## [827,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [828,] -0.4327687609 -0.6368157862 1.517689e-01 -2.024090e-01 0.745930457
## [829,] -0.0708609686 0.0705410906 -9.628991e-02 -2.666686e-02 -0.247285566
## [830,] -0.4785428639 -0.0543487800 -6.208427e-02 9.985519e-02 -0.065988902
## [831,] -0.2612986395 1.6013530269 1.446873e-01 6.711554e-02 -0.456719442
## [832,] -1.0861295658 0.6121601383 -8.542158e-03 1.864530e-02 0.228376111
## [833,] -0.7791676559 1.5151561260 2.016056e-01 9.687731e-02 -0.275991753
## [834,] -1.0243403453 0.6258830944 -1.027996e-02 3.441377e-02 0.201326687
## [835,] -0.5463212063 0.1519101019 2.212882e-01 -2.631338e-01 0.418973578
## [836,] 0.0344687881 0.0767210632 -8.961866e-02 1.154495e-01 -0.290754835
## [837,] -0.4454389931 -0.5289354003 1.557968e-01 -3.743118e-01 0.680556843
## [838,] 0.4383322883 -0.4090037448 1.045298e-01 -2.106675e-01 0.361763113
## [839,] -0.4826639136 -0.6234303807 1.520047e-01 -2.065798e-01 0.750340091
## [840,] -0.7726094737 -0.7122920448 1.613268e-01 -2.891356e-01 0.894702288
## [841,] -0.6665343231 -0.6255687287 1.779572e-01 -3.307062e-01 0.799460330
## [842,] -0.9613565273 0.7201696487 -5.543780e-03 -1.334788e-01 0.124763610
## [843,] -0.9285706979 -0.0911320688 -2.981370e-02 -8.363168e-02 0.082213955
## [844,] -0.7874889664 -0.1229635605 -5.339527e-02 2.101284e-02 0.069258218
## [845,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [846,] 0.1441306300 -0.4964571373 1.303596e-01 -1.756758e-01 0.492541589
## [847,] -0.5269407645 -0.0019328542 -4.110939e-02 1.886338e-02 -0.093607301
## [848,] -0.9182651946 0.7126064104 6.350422e-03 -7.156858e-03 0.106084728
## [849,] -0.6520884012 -0.0606255843 -6.193911e-02 6.313176e-02 0.008008080
## [850,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## [851,] -1.1453289895 0.0397514258 3.905903e-01 -3.843567e-01 0.687878088
## [852,] 0.0146637236 -1.2434626269 1.176090e-01 -2.231459e-01 0.470894603
## [853,] -0.8801727972 -0.1435479947 -5.078857e-02 -2.639869e-03 0.109832354
## [854,] -0.5818999198 -0.5853253786 4.894353e-01 -3.231697e-01 0.420988124
## [855,] 0.7594751133 -0.3548136806 1.086039e-01 -1.338747e-02 0.221361822
## [856,] -0.2009873914 0.1863183634 3.444174e-01 -7.472210e-02 0.323279840
## [857,] -0.8519019846 -0.6667375970 1.831706e-01 -3.780116e-01 0.880608602
## [858,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [859,] -0.6402137023 0.7743597129 -1.469674e-03 6.380126e-02 -0.015637680
## [860,] 0.2956813612 -0.4084190711 1.038060e-01 -2.395067e-01 0.422235383
## [861,] -0.6093190921 0.7812211910 -2.338573e-03 7.168550e-02 -0.029162392
## [862,] -0.2950664215 0.8049832839 -4.389665e-02 1.051978e-01 -0.118112231
## [863,] -1.4197340167 -1.6271365612 1.380469e-01 -5.205915e-01 1.147353959
## [864,] -0.6320339625 1.5190152903 1.551141e-01 -2.749529e-02 -0.294422898
## [865,] -1.3795565707 1.3186491611 1.988776e-01 1.230018e-02 0.035645597
## [866,] 0.0707812863 0.9857182708 1.089581e-01 2.206377e-02 -0.660263616
## [867,] -1.9053761019 -0.2758073025 -7.077153e-03 -3.253452e-01 0.507853449
## [868,] -0.9161374168 1.4215713318 1.858441e-01 1.305637e-01 -0.167225082
## [869,] 0.8857647727 -1.0156505855 7.036988e-02 -2.314044e-01 0.086727260
## [870,] 0.0488990774 -0.5126276758 1.285885e-01 -1.947249e-01 0.532430198
## [871,] -0.5609211914 0.7288052651 -2.331345e-02 1.526773e-01 -0.001543993
## [872,] -1.1036328562 0.6714375421 1.156382e-02 -5.446227e-02 0.187233000
## [873,] -1.2097080068 0.5847142261 -5.066560e-03 -1.289164e-02 0.282474959
## [874,] -0.0670749990 0.9041237058 1.403885e-01 2.123219e-01 -0.618082191
## [875,] 0.0814170841 -1.2359585757 -4.051339e-02 -1.899226e-01 0.454346625
## [876,] -0.1853468721 0.8318251060 1.109951e-01 1.354549e-01 -0.517686062
## [877,] -0.7343947852 0.7147447585 -1.960202e-02 1.169695e-01 0.056964489
## [878,] -0.4167536433 -0.0406258239 -6.382207e-02 1.156237e-01 -0.093038326
## [879,] 0.5398720980 -1.1268175001 1.028377e-01 -8.911385e-02 0.240974500
## [880,] -2.5216540889 -0.6653813666 3.323641e-01 -1.586908e-01 -0.162941243
## [881,] -0.0975020375 0.8317274359 -3.634694e-02 2.709408e-01 -0.204414673
## [882,] 0.1218460509 0.1421581849 -5.935628e-02 1.844323e-01 -0.377626253
## [883,] -0.2240422966 -0.4855085911 5.485274e-03 -2.265642e-01 0.575168128
## [884,] 0.2987671778 -1.1460186685 8.687897e-02 -3.812048e-01 0.343696787
## [885,] 0.2508850059 -1.2354530956 6.853413e-02 -3.272257e-01 0.436433444
## [886,] -0.4721585971 -1.4476785858 1.162163e-01 -2.855835e-01 0.735305654
## [887,] 0.7290297065 -0.3616549040 1.059876e-01 -2.124569e-02 0.237145572
## [888,] -0.0044977585 -1.3088029168 8.053023e-02 -3.975216e-01 0.527238308
## [889,] -0.5475298715 0.7949441471 -4.076372e-03 8.745397e-02 -0.056211816
## [890,] -0.6019930069 0.0326377816 1.121466e-01 -9.043726e-03 -0.052607541
## [891,] 0.2632985781 0.2401868170 -9.081007e-02 -2.465864e-03 -0.444351798
## [892,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [893,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [894,] -0.3254581356 0.8632374994 1.455588e-01 1.278072e-01 -0.143307886
## [895,] -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
## [896,] -0.7123084261 -0.0431017225 -3.589599e-02 -2.844203e-02 -0.012459029
## [897,] -0.6814138158 -0.0362402444 -3.676489e-02 -2.055780e-02 -0.025983741
## [898,] -1.1479187863 0.5984371822 -6.804359e-03 2.876833e-03 0.255425535
## [899,] -0.0501393700 -0.5273696879 1.398401e-01 -9.620054e-02 0.560994123
## [900,] -0.3870048583 0.8649421933 -3.133082e-02 -1.021420e-01 -0.129310784
## [901,] -1.0212545286 -0.1117165030 -2.720700e-02 -1.072844e-01 0.122788091
## [902,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [903,] -0.2504584678 0.0285736303 -7.323480e-02 1.656268e-01 -0.167813176
## [904,] -0.2657620369 0.7890322533 1.299311e-01 2.312554e-01 -0.497754597
## [905,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [906,] -1.1227053422 0.6994681281 7.364479e-03 -5.176452e-02 0.193606422
## [907,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [908,] 0.0115779070 -0.5058630296 1.345361e-01 -8.144769e-02 0.549433199
## [909,] -0.5563472019 -0.6642616984 1.552445e-01 -2.339459e-01 0.800029305
## [910,] -0.9136912051 -0.6804605531 1.849084e-01 -3.937801e-01 0.907658026
## [911,] -0.8873705844 0.7194678885 5.481522e-03 7.273774e-04 0.092560016
## [912,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [913,] -0.3457660963 -0.5220618843 1.641999e-01 -2.412819e-01 0.657061920
## [914,] -0.3709795404 -0.6230928301 1.500311e-01 -1.866405e-01 0.718881033
## [915,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## PC16 PC17 PC18 PC19
## [1,] -0.1081029113 -1.241729e-02 1.913611e-01 -6.703249e-04
## [2,] 0.1506849796 6.625572e-02 1.887222e-01 7.697420e-04
## [3,] -0.1429273410 2.779900e-04 -2.297292e-01 -1.349715e-02
## [4,] -0.0216692529 -1.333034e-02 -1.962766e-02 -8.960548e-04
## [5,] -0.0480324678 3.857795e-02 -2.659687e-02 -1.211977e-03
## [6,] -0.2135974253 -6.559186e-02 -6.810057e-03 2.083122e-03
## [7,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [8,] -0.0096741946 -9.037396e-03 -2.817639e-02 -8.638320e-04
## [9,] -0.1774496418 -1.799513e-04 -9.871378e-03 3.332761e-03
## [10,] -0.2281697432 -5.884584e-02 -3.723828e-06 2.266048e-03
## [11,] -0.1324263923 -8.649740e-03 -1.646210e-02 -7.737061e-04
## [12,] -0.1679632236 -2.920547e-02 3.507034e-03 2.286082e-03
## [13,] -0.1625410375 -2.594094e-02 9.166082e-04 2.222167e-03
## [14,] -0.0559533144 3.078421e-02 -2.072262e-02 -9.454166e-04
## [15,] -0.1261234296 1.062323e-03 -2.408515e-01 -1.422447e-03
## [16,] -0.1459818576 -1.681105e-02 -9.986039e-03 -6.139196e-04
## [17,] -0.1788180559 -3.903774e-02 1.958857e-01 1.702129e-02
## [18,] -0.0505311283 3.404873e-02 -2.331305e-02 -1.009331e-03
## [19,] -0.0568570121 3.024012e-02 -2.029089e-02 -9.347642e-04
## [20,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [21,] -0.0440984543 -1.204028e-02 -2.341971e-01 1.630101e-02
## [22,] -0.0785457565 1.718202e-02 -9.929182e-03 -6.791058e-04
## [23,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [24,] -0.1432707645 -1.517879e-02 -1.128125e-02 -6.458769e-04
## [25,] -0.0333783920 -8.965082e-03 -1.638794e-02 -6.097933e-04
## [26,] -0.0839679426 1.391749e-02 -7.338756e-03 -6.151912e-04
## [27,] -0.0767383611 1.827019e-02 -1.079266e-02 -7.004106e-04
## [28,] -0.0613755005 2.751968e-02 -1.813220e-02 -8.815020e-04
## [29,] 0.0238153633 2.249587e-02 -1.616072e-02 -7.719839e-04
## [30,] -0.0812568495 1.554976e-02 -8.633969e-03 -6.471485e-04
## [31,] -0.1479687196 -3.268696e-02 -5.889725e-03 2.039240e-03
## [32,] -0.1179901504 5.959112e-03 -2.447371e-01 -1.518319e-03
## [33,] -0.0830642449 1.446158e-02 -7.770494e-03 -6.258436e-04
## [34,] -0.0722198727 2.099063e-02 -1.295135e-02 -7.536728e-04
## [35,] -0.1224857178 -2.664777e-03 -2.121122e-02 -8.908829e-04
## [36,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [37,] -0.1486929506 -1.844332e-02 -8.690826e-03 -5.819623e-04
## [38,] -0.3187132654 5.350216e-02 -2.877953e-02 9.458797e-05
## [39,] -0.3072850788 2.813895e-02 -1.548977e-02 -1.022501e-03
## [40,] -0.0273541795 -1.703624e-03 -2.398885e-02 -8.985416e-04
## [41,] -0.1333300900 -9.193828e-03 -1.603037e-02 -7.630537e-04
## [42,] -0.1484887799 -1.600020e-02 -5.515150e-03 2.078574e-03
## [43,] -0.0765959738 -1.071800e-02 -1.826075e-02 -8.402067e-04
## [44,] -0.0946699274 -2.159975e-02 -9.625998e-03 -6.271580e-04
## [45,] -0.0793070668 -1.235026e-02 -1.696554e-02 -8.082493e-04
## [46,] -0.0326560125 9.128797e-03 -6.978715e-03 -6.284295e-04
## [47,] -0.0685621135 -2.372205e-02 -9.661846e-03 -6.391034e-04
## [48,] -0.0074518962 6.462405e-03 -6.582826e-03 -6.297225e-04
## [49,] -0.0458262774 -2.804520e-02 -5.196230e-03 -6.077602e-04
## [50,] -0.0424542996 -2.584436e-02 -9.697695e-03 -6.510488e-04
## [51,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [52,] 0.0732357879 -1.317758e-02 -9.873949e-02 1.063450e-03
## [53,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [54,] -0.0779911309 -4.640009e-02 1.027144e-02 2.408739e-03
## [55,] 0.1233016102 3.984916e-02 1.895260e-01 7.478256e-04
## [56,] -0.0418432236 -2.463658e-02 -6.998063e-03 1.982642e-03
## [57,] -0.3042958937 -3.145702e-03 2.043680e-01 3.442325e-03
## [58,] -0.1124202441 -5.312313e-02 -2.266509e-01 1.532458e-03
## [59,] 0.0350521872 -4.166740e-02 -8.845650e-04 1.712567e-02
## [60,] -0.0442616950 -2.693253e-02 -8.834220e-03 -6.297439e-04
## [61,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [62,] -0.1318717668 -7.223185e-02 3.738521e-03 2.314139e-03
## [63,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [64,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [65,] -0.1254418904 -6.872156e-02 7.052755e-04 2.360477e-03
## [66,] 0.0698574156 1.732163e-02 -2.226159e-01 3.043004e-03
## [67,] 0.0266741766 -3.821863e-02 3.220737e-03 2.310750e-03
## [68,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [69,] 0.0867587076 7.044671e-02 -2.270073e-02 3.933377e-04
## [70,] 0.1372835958 1.944753e-02 -2.062149e-02 -9.262899e-04
## [71,] 0.0430557551 1.903047e-02 -1.827559e-02 -9.292836e-04
## [72,] -0.0298025321 -1.822713e-02 -1.574202e-02 -8.001829e-04
## [73,] 0.0500958251 2.037667e-02 1.976491e-01 -6.110184e-04
## [74,] -0.0459559354 -4.347213e-02 -7.869275e-03 -6.209269e-04
## [75,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [76,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [77,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [78,] -0.0225729506 -1.387443e-02 -1.919592e-02 -8.854023e-04
## [79,] -0.0234766483 -1.441852e-02 -1.876419e-02 -8.747499e-04
## [80,] -0.0460690904 -2.802071e-02 -7.970744e-03 -6.084391e-04
## [81,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [82,] -0.0379358112 -2.312392e-02 -1.185638e-02 -7.043110e-04
## [83,] -0.0200513690 -1.524867e-02 1.988875e-01 -5.138749e-04
## [84,] 0.0087152431 -1.644863e-03 -1.869561e-03 -5.244912e-04
## [85,] -0.0111175023 -6.137604e-03 -2.167714e-02 1.620459e-03
## [86,] 0.0635216109 -1.835415e-02 -1.765618e-02 -7.865367e-04
## [87,] -0.0451653927 -2.747662e-02 -8.402482e-03 -6.190915e-04
## [88,] 0.0211774993 2.965862e-03 2.114647e-01 -2.701405e-04
## [89,] -0.0442616950 -2.693253e-02 -8.834220e-03 -6.297439e-04
## [90,] 0.0535809364 -2.433912e-02 -1.290707e-02 -6.693599e-04
## [91,] 0.0448402294 2.602209e-02 -2.405063e-01 -1.524762e-03
## [92,] 0.0580994248 -2.161868e-02 -1.506576e-02 -7.226221e-04
## [93,] 0.0258854991 8.692802e-03 -1.007258e-02 -7.268874e-04
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## [95,] -0.0460690904 -2.802071e-02 -7.970744e-03 -6.084391e-04
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## [738,] 0.0628273180 7.710699e-02 2.091845e-01 1.707365e-03
## [739,] 0.0631299845 6.466208e-02 -1.009263e-02 1.291392e-03
## [740,] 0.0594025770 -1.579122e+00 -4.982791e-02 2.571866e-05
## [741,] 0.1241700152 6.340892e-02 -2.098627e-03 1.470440e-03
## [742,] 0.1478457764 2.555158e-02 1.350871e-03 1.237306e-03
## [743,] -0.0203890422 2.667368e-02 -8.953252e-02 -7.189495e-03
## [744,] 0.0297597780 1.332502e-02 6.083188e-03 1.261697e-03
## [745,] -0.0181026018 5.091682e-03 -1.108712e-03 1.302553e-03
## [746,] 0.0240896354 -1.711036e-03 -7.694206e-03 4.091289e-03
## [747,] 0.0195114757 2.112986e-02 1.319549e-02 1.588897e-03
## [748,] 0.0540930077 5.922120e-02 -5.775252e-03 1.397917e-03
## [749,] -0.2119551964 1.108409e-02 2.251707e-01 1.520025e-03
## [750,] 0.0218389314 5.531280e-03 1.195744e-02 1.528258e-03
## [751,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [752,] -0.0310736236 2.980316e-02 -2.156453e-01 -1.117512e-02
## [753,] -0.0382725613 4.277090e-02 -6.751001e-03 5.505906e-03
## [754,] -0.0901317141 -7.638683e-03 -2.198075e-01 3.704983e-03
## [755,] 0.1465171644 3.278853e-02 -4.912629e-03 1.611920e-02
## [756,] 0.0146093499 1.178579e-03 1.541134e-02 1.613477e-03
## [757,] -0.1780358346 -1.579852e+00 -4.046614e-02 -1.566977e-03
## [758,] 0.0928525891 6.471612e-02 -1.185543e-02 1.236837e-03
## [759,] 0.0712303111 1.510583e-02 1.307948e-02 1.548812e-03
## [760,] 0.1791965694 -1.534713e+00 -4.310266e-02 1.472583e-03
## [761,] 0.0617640597 1.544321e-02 1.087000e-02 4.413030e-03
## [762,] 0.1013270095 3.621284e-02 -9.513296e-03 1.637639e-03
## [763,] -0.0181542035 2.317138e-02 -5.420505e-04 4.160708e-03
## [764,] -0.0946272814 -1.626257e-02 3.718469e-03 4.332418e-03
## [765,] 0.0738463678 8.197211e-02 1.600882e-03 2.613000e-03
## [766,] -0.0334377720 -2.335110e-02 7.600780e-03 1.781969e-03
## [767,] 0.0195724999 4.132276e-02 2.194218e-01 1.801470e-02
## [768,] 0.0444213286 3.091470e-02 2.173098e-01 -9.664233e-04
## [769,] -0.0214097648 -1.087448e-02 -1.744946e-03 1.135139e-03
## [770,] 0.0382849563 3.011259e-02 9.533211e-04 -1.295341e-03
## [771,] 0.0903581967 5.485617e-02 8.349718e-03 -1.179436e-03
## [772,] 0.1160667720 5.948345e-03 9.611540e-03 1.531251e-03
## [773,] 0.0793965428 7.445565e-02 -1.786391e-02 1.099649e-03
## [774,] -0.0390524052 2.610878e-02 9.286446e-03 4.418202e-03
## [775,] -0.0062266670 4.503224e-02 -9.387478e-03 1.390371e-03
## [776,] 0.0913569214 1.222802e-01 -7.279700e-03 2.807593e-03
## [777,] 0.1124519812 3.771995e-03 1.133849e-02 1.573861e-03
## [778,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [779,] -0.0304467416 -1.631535e-02 2.572430e-03 1.241664e-03
## [780,] -0.0029910911 2.925064e-02 -9.268434e-03 1.672933e-03
## [781,] 0.1110282232 1.991467e-02 1.214480e-02 1.623848e-03
## [782,] 0.0456095647 1.013453e-01 -1.769826e-02 2.617121e-03
## [783,] 0.0953538626 8.668364e-02 2.094307e-01 2.709786e-04
## [784,] 0.0374762855 9.644849e-02 -1.381262e-02 2.712993e-03
## [785,] -0.0197821322 3.687093e-02 -2.911414e-03 1.550158e-03
## [786,] -0.0053229693 4.557633e-02 -9.819216e-03 1.379719e-03
## [787,] 0.0612094341 7.902532e-02 -9.330622e-03 1.325185e-03
## [788,] 0.0502758392 3.716123e-02 -1.884754e-03 -1.433144e-03
## [789,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [790,] 0.0293430064 9.155170e-02 -9.926983e-03 2.808864e-03
## [791,] 0.0865063972 8.424926e-02 -5.630510e-03 -2.598184e-05
## [792,] 0.1083376659 1.296114e-01 2.038959e-01 3.008681e-03
## [793,] -0.2097870848 3.530656e-02 2.882853e-03 9.532282e-04
## [794,] -0.0702530670 8.578492e-02 -7.927337e-03 -4.029983e-04
## [795,] 0.2328074783 1.094099e-01 -5.800106e-04 9.291709e-05
## [796,] 0.1237950111 7.498741e-02 -7.624575e-03 -1.573576e-03
## [797,] -0.0479762271 5.216486e-03 1.370529e-02 4.512238e-03
## [798,] -0.0964346768 -1.735075e-02 4.581944e-03 4.353723e-03
## [799,] -0.0339984822 2.814104e-02 6.770902e-03 1.721276e-03
## [800,] -0.1489791462 -3.455717e-02 -7.892898e-02 -8.705811e-03
## [801,] -0.0991686909 -1.307956e-02 -2.154901e-01 3.811507e-03
## [802,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [803,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [804,] 0.0967791075 1.255448e-01 -9.870126e-03 2.743678e-03
## [805,] -0.0188784345 3.741502e-02 -3.343151e-03 1.539505e-03
## [806,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [807,] -0.0224932253 3.523867e-02 -1.616201e-03 1.582115e-03
## [808,] -0.0253185275 -1.295980e-03 5.412233e-03 2.454263e-04
## [809,] 0.0409811412 6.176022e-03 2.008913e-01 4.248885e-03
## [810,] -0.0170710392 3.850319e-02 -4.206627e-03 1.518200e-03
## [811,] -0.1134576555 -1.201064e-02 1.221934e-02 4.557856e-03
## [812,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [813,] 0.0404243874 6.651130e-02 5.993440e-04 1.570191e-03
## [814,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [815,] 0.0413280851 6.705539e-02 1.676064e-04 1.559539e-03
## [816,] 0.0648242249 8.120167e-02 -1.105757e-02 1.282575e-03
## [817,] 0.0394314670 3.063218e-02 3.296098e-03 -1.305315e-03
## [818,] 0.0575946434 7.684897e-02 -7.603671e-03 1.367795e-03
## [819,] 0.0539798527 7.467262e-02 -5.876721e-03 1.410405e-03
## [820,] 0.1128561543 1.323318e-01 2.017372e-01 2.955419e-03
## [821,] 0.1012025690 6.138522e-02 3.168866e-03 -1.307265e-03
## [822,] -0.0199845199 2.798665e-02 -2.210458e-01 3.607839e-03
## [823,] 0.0446829459 1.067046e-01 -2.386338e-01 2.053599e-03
## [824,] 0.0131092898 -1.573721e-03 1.759868e-02 1.840883e-03
## [825,] 0.0846990018 8.316109e-02 -4.767035e-03 -4.676969e-06
## [826,] -0.0428860767 -2.682953e-02 1.060537e-02 1.561487e-03
## [827,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [828,] -0.0143599461 4.013546e-02 -5.501840e-03 1.486243e-03
## [829,] -0.0368857804 -4.672552e-03 5.493125e-03 1.328719e-03
## [830,] -0.0439029294 -1.192220e-02 1.093564e-02 1.584627e-03
## [831,] 0.0971383369 9.367526e-02 -1.279997e-02 -3.244999e-04
## [832,] 0.0283442818 2.412762e-02 5.702435e-03 -1.178164e-03
## [833,] 0.1530388006 1.176983e-01 -5.141916e-03 -8.051557e-05
## [834,] 0.0301516771 2.521580e-02 4.838960e-03 -1.199469e-03
## [835,] 0.1959220104 1.264623e-01 -1.046070e-02 2.943003e-03
## [836,] -0.0321777805 1.054388e-03 -2.160442e-01 8.719716e-04
## [837,] 0.0504461334 7.810139e-02 -2.255281e-01 9.997463e-04
## [838,] 0.0062126681 5.554642e-02 -1.742042e-02 1.070548e-03
## [839,] -0.0132134354 4.065505e-02 -3.159063e-03 1.476270e-03
## [840,] -0.0243006206 3.415049e-02 -7.527256e-04 1.603420e-03
## [841,] 0.0449428758 6.923174e-02 -1.559344e-03 1.516929e-03
## [842,] 0.0948537641 6.348006e-02 -2.151762e-01 -1.806872e-03
## [843,] 0.0090740088 1.336547e-02 1.790030e-02 1.689880e-03
## [844,] -0.0529399062 -1.736308e-02 1.525301e-02 1.691151e-03
## [845,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [846,] 0.1940892439 4.648017e-02 2.042655e-01 1.875543e-03
## [847,] 0.0208220787 2.043861e-02 1.228771e-02 1.551398e-03
## [848,] 0.0993951736 6.029705e-02 4.032341e-03 -1.285960e-03
## [849,] -0.0474045651 -2.954997e-02 1.276406e-02 1.614749e-03
## [850,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
## [851,] 0.0805125491 1.157512e-01 -2.098849e-03 2.935422e-03
## [852,] -0.0235763896 1.990685e-02 2.048375e-03 4.224622e-03
## [853,] -0.0556509993 -1.899534e-02 1.654823e-02 1.723108e-03
## [854,] 0.1026063336 6.466702e-02 8.899245e-04 5.688719e-03
## [855,] 0.0188873567 5.726020e-02 1.979025e-01 1.495588e-03
## [856,] 0.0419947739 9.916892e-02 -1.597131e-02 2.659730e-03
## [857,] 0.0395206897 6.596722e-02 1.031082e-03 1.580843e-03
## [858,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [859,] 0.1075284527 6.519383e-02 1.467026e-04 -1.381832e-03
## [860,] 0.0036147300 3.846274e-02 -1.602373e-02 1.090018e-03
## [861,] 0.1084321504 6.573792e-02 -2.850350e-04 -1.392484e-03
## [862,] 0.0482027097 4.200100e-02 -2.251630e-01 -1.986691e-03
## [863,] -0.1319542153 -3.022896e-02 2.157462e-02 1.971929e-02
## [864,] 0.0862939646 8.714621e-02 -7.619120e-03 -1.966707e-04
## [865,] 0.0693361412 7.391160e-02 2.572505e-03 1.764144e-04
## [866,] -0.1619492812 7.221239e-02 -3.643815e-03 2.193906e-03
## [867,] -0.0179237668 -1.840858e-02 3.095389e-02 1.996965e-03
## [868,] 0.0828916065 8.207291e-02 -3.903560e-03 1.662790e-05
## [869,] -0.0030037754 3.531782e-02 -9.870201e-03 3.808928e-03
## [870,] -0.0018976900 4.474618e-02 2.078325e-01 1.740594e-03
## [871,] 0.0437071424 3.337711e-02 -1.637105e-03 -1.359256e-03
## [872,] 0.0939729875 5.703252e-02 6.622767e-03 -1.222046e-03
## [873,] 0.0247294910 2.195127e-02 7.429386e-03 -1.135555e-03
## [874,] 0.0854232329 6.891745e-02 -1.965934e-03 2.616526e-03
## [875,] -0.1689773778 2.162177e-02 1.138055e-03 4.104647e-03
## [876,] 0.0125420246 3.756330e-02 -2.207996e-01 2.171453e-03
## [877,] 0.0412388624 3.172036e-02 2.432622e-03 -1.326619e-03
## [878,] -0.0420955340 -1.083403e-02 1.007216e-02 1.563322e-03
## [879,] -0.0082135289 2.915634e-02 -5.291165e-03 4.043531e-03
## [880,] 0.0054629367 1.872416e-02 -9.369096e-02 7.338853e-03
## [881,] 0.0572626077 4.153843e-02 -8.113169e-03 -1.519042e-03
## [882,] 0.0397997300 3.186445e-02 3.221215e-03 1.327697e-03
## [883,] 0.1596657870 6.364897e-02 -9.399073e-03 1.643580e-03
## [884,] -0.0201740314 2.498015e-02 -1.667185e-03 4.011324e-03
## [885,] -0.3357870667 6.292402e-03 -1.083044e-03 3.847719e-03
## [886,] -0.1062280741 -7.657938e-03 8.765441e-03 4.472637e-03
## [887,] 0.0163428541 6.453789e-02 -2.415482e-01 5.498868e-04
## [888,] -0.0967602643 9.976180e-04 2.491865e-03 4.195522e-03
## [889,] 0.1102395458 6.682610e-02 -1.148510e-03 -1.413789e-03
## [890,] 0.1142593766 4.860170e-03 1.047502e-02 1.552556e-03
## [891,] 0.0406041502 1.985407e-02 9.023366e-04 1.133868e-03
## [892,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [893,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [894,] 0.2107932702 7.105178e-02 -6.516571e-03 -1.485363e-03
## [895,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [896,] 0.0153998926 1.717408e-02 1.487813e-02 1.615313e-03
## [897,] 0.0163035903 1.771817e-02 1.444639e-02 1.604660e-03
## [898,] 0.0265368864 2.303945e-02 6.565910e-03 -1.156859e-03
## [899,] -0.0005616678 4.827228e-02 -9.203390e-03 1.327135e-03
## [900,] 0.1100271133 6.972305e-02 -3.137120e-03 -1.584478e-03
## [901,] 0.0063629157 1.173321e-02 1.919551e-02 1.721837e-03
## [902,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [903,] -0.0356564952 -2.247683e-02 7.151466e-03 1.476267e-03
## [904,] 0.0145019991 4.817495e-02 2.377205e-03 2.737488e-03
## [905,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [906,] 0.0949898402 4.212519e-02 6.292499e-03 -1.245186e-03
## [907,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [908,] 0.0002123718 3.338944e-02 -1.230817e-02 1.303316e-03
## [909,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [910,] 0.0377132943 6.487904e-02 1.894557e-03 1.602148e-03
## [911,] 0.1002988713 6.084113e-02 3.600604e-03 -1.296613e-03
## [912,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [913,] 0.0559004030 6.030938e-02 -6.638727e-03 1.376612e-03
## [914,] -0.0125525507 4.122363e-02 -6.365315e-03 1.464938e-03
## [915,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
# Identifying the scores by their survival status
cvdtyp_pca <- cbind(data.frame(SEX),cvd_pca$x)
cvdtyp_pca
## SEX PC1 PC2 PC3 PC4 PC5
## 1 1 -2.392819297 4.823214e-02 -0.0799646560 -0.9602851400 -0.6025143467
## 2 2 -2.094573428 -3.159112e-02 0.0479716742 -2.0092386047 -0.1253247513
## 3 2 0.577749396 1.604600e-01 -0.1179725402 0.0743036765 -1.0374939928
## 4 1 -3.090544132 -1.200249e-01 0.0378966782 -0.3506133590 -0.0341909110
## 5 2 -2.098013275 3.224082e-01 -0.1374703535 -0.7995491125 -1.0662892560
## 6 1 0.153683880 -9.776925e-02 -0.0627462855 0.1883758308 -0.5467978872
## 7 1 -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## 8 1 -2.410645396 3.550594e-01 -0.1931007085 -0.9675324666 -0.5974746241
## 9 1 0.370755610 1.155002e-01 0.1989561577 -0.9746228432 0.2483771159
## 10 1 -0.000632336 -7.703474e-02 -0.0659967018 0.5597652531 -0.4714070214
## 11 1 -2.667049749 -1.014527e-01 -0.0896835491 -0.2976206924 -0.5049346168
## 12 2 0.258167154 1.505323e-02 -0.1305370723 0.7962398419 -0.9718098748
## 13 2 0.317886324 7.079623e-03 -0.1294547097 0.6581560811 -0.9847134585
## 14 2 -2.229092749 -3.328552e-02 -0.1509768317 -0.4753973861 -1.0440482212
## 15 1 -2.566305755 7.186134e-02 -0.0810220036 -0.5376230348 -0.5243421630
## 16 1 -2.816347674 -8.151865e-02 -0.0923894556 0.0475887098 -0.4726756576
## 17 1 0.562125743 3.543765e-02 -0.0511177099 -0.7459053233 -0.6303190177
## 18 2 -2.169373579 -4.125913e-02 -0.1498944690 -0.6134811469 -1.0569518049
## 19 2 -2.239045944 -3.195659e-02 -0.1511572254 -0.4523834259 -1.0418976239
## 20 1 -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## 21 2 0.623028752 1.567671e-01 -0.2398065498 -0.0431119015 -1.0857996181
## 22 2 -2.477922624 -6.215503e-05 -0.1554866760 0.0999516175 -0.9902832892
## 23 2 -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## 24 1 -2.786488089 -8.550546e-02 -0.0918482743 -0.0214531707 -0.4791274494
## 25 1 -2.671094442 -9.892555e-02 -0.2127139340 -0.3117951026 -0.5015132972
## 26 2 -2.537641794 7.911453e-03 -0.1565690386 0.2380353783 -0.9773797056
## 27 2 -2.458016234 -2.720024e-03 -0.1551258884 0.0539236972 -0.9945844838
## 28 2 -2.288811919 -2.531191e-02 -0.1520591943 -0.3373136252 -1.0311446375
## 29 2 -2.387912599 -9.596644e-03 -0.2769575823 -0.1063791563 -1.0062084807
## 30 2 -2.507782209 3.924649e-03 -0.1560278573 0.1689934979 -0.9838314974
## 31 2 0.472202540 -1.365488e-02 -0.1262042933 0.2867666588 -1.0601043243
## 32 1 -2.476727000 5.990093e-02 -0.0793984597 -0.7447486761 -0.5436975385
## 33 2 -2.527688599 6.582518e-03 -0.1563886448 0.2150214182 -0.9795303028
## 34 2 -2.408250259 -9.364697e-03 -0.1542239196 -0.0611461035 -1.0053374702
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## 76 1 -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## 77 1 -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
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## 81 1 -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
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## 130 1 -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
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## 171 2 -2.656783080 2.036237e-01 -0.1934457054 4.2885878902 4.1439815208
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## 188 1 -2.067198935 1.040153e-01 -0.0898683422 4.1607253349 4.9966964586
## 189 1 0.203896134 4.402882e-02 -0.0191981299 2.1899379117 0.5962111276
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## 204 2 0.477667110 1.339874e-01 -0.0830135969 2.3772185202 0.0505257704
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## 226 1 -2.966873459 -6.514729e-02 0.0414240253 0.3922000567 0.1241377271
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## 228 1 -2.956920264 -6.647622e-02 0.0416044191 0.3691860966 0.1219871298
## 229 1 -2.966873459 -6.514729e-02 0.0414240253 0.3922000567 0.1241377271
## 230 1 -2.557104525 2.533363e-01 0.0599815291 -0.5763425537 0.0416799685
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## 235 1 -2.887247899 -7.577877e-02 0.0428671755 0.2080883756 0.1069329488
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## 237 2 -1.951631148 -7.405835e-02 -0.0094064185 -1.1203863252 -0.5397105196
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## 240 1 -2.389588148 -1.422255e-01 0.0518868641 -0.9426096315 -0.0005969151
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## 242 1 -2.976826654 -6.381835e-02 0.0412436315 0.4152140169 0.1262883244
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## 244 2 -2.250226998 -3.419031e-02 -0.0148182317 -0.4299675210 -0.4751926012
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## 248 1 -2.956920264 -6.647622e-02 0.0416044191 0.3691860966 0.1219871298
## 249 1 -2.687708103 8.400907e-02 0.0507788024 -0.2672983308 0.0675393065
## 250 1 -2.399065448 4.546997e-02 0.0560102218 -0.9347031750 0.0051719854
## 251 1 -2.937013874 -6.913409e-02 0.0419652066 0.3231581763 0.1176859352
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## 254 1 -2.339346278 3.749636e-02 0.0570925844 -1.0727869358 -0.0077315983
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## 257 1 -2.439354123 -1.355808e-01 0.0509848953 -0.8275398308 0.0101560713
## 258 1 -2.965661415 1.214561e-01 0.0482816330 0.3823373157 0.1262361537
## 259 2 -2.130788658 -5.013752e-02 -0.0126535064 -0.7061350427 -0.5009997685
## 260 2 -2.129100719 3.228324e-01 -0.0014921473 -0.7311052873 -0.4952830387
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## 262 1 -2.917107484 -7.179196e-02 0.0423259942 0.2771302560 0.1133847407
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## 266 1 -2.897201094 -7.444983e-02 0.0426867817 0.2311023357 0.1090835461
## 267 2 -2.090499983 1.309133e-01 -0.0076281799 -0.8132983868 -0.5059838544
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## 270 2 -2.130788658 -5.013752e-02 -0.0126535064 -0.7061350427 -0.5009997685
## 271 2 -2.021303513 -6.475580e-02 -0.0106691749 -0.9592886042 -0.5246563386
## 272 1 -2.917107484 -7.179196e-02 0.0423259942 0.2771302560 0.1133847407
## 273 1 -2.976826654 -6.381835e-02 0.0412436315 0.4152140169 0.1262883244
## 274 2 -2.051163098 -6.076900e-02 -0.0112103562 -0.8902467238 -0.5182045468
## 275 2 -2.060640398 1.269265e-01 -0.0070869986 -0.8823402672 -0.5124356462
## 276 2 -2.120359568 1.349001e-01 -0.0081693612 -0.7442565064 -0.4995320626
## 277 2 -2.061116293 -5.944007e-02 -0.0113907500 -0.8672327637 -0.5160539495
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## 279 2 -2.100929073 -5.412433e-02 -0.0121123251 -0.7751769231 -0.5074515604
## 280 2 -2.011350318 -6.608474e-02 -0.0104887811 -0.9823025644 -0.5268069359
## 281 2 -2.150695048 -4.747965e-02 -0.0130142939 -0.6601071224 -0.4966985740
## 282 2 -2.060640398 1.269265e-01 -0.0070869986 -0.8823402672 -0.5124356462
## 283 2 -2.160648243 -4.615072e-02 -0.0131946877 -0.6370931622 -0.4945479767
## 284 2 -1.921771563 -7.804515e-02 -0.0088652372 -1.1894282057 -0.5461623114
## 285 1 -2.439354123 -1.355808e-01 0.0509848953 -0.8275398308 0.0101560713
## 286 1 -2.877294704 -7.710770e-02 0.0430475693 0.1850744154 0.1047823516
## 287 2 -1.951631148 -7.405835e-02 -0.0094064185 -1.1203863252 -0.5397105196
## 288 1 -2.409494538 -1.395676e-01 0.0515260766 -0.8965817113 0.0037042794
## 289 1 -2.817575534 -8.508131e-02 0.0441299319 0.0469906546 0.0918787679
## 290 1 -2.907154289 -7.312090e-02 0.0425063879 0.2541162959 0.1112341434
## 291 1 -2.797669144 -8.773918e-02 0.0444907194 0.0009627343 0.0875775733
## 292 1 -2.907154289 -7.312090e-02 0.0425063879 0.2541162959 0.1112341434
## 293 1 -2.887247899 -7.577877e-02 0.0428671755 0.2080883756 0.1069329488
## 294 2 -2.169169647 -1.760862e-01 0.2337418493 -1.2719805285 0.3012421274
## 295 2 -2.419431314 -1.159842e-02 -0.0178849258 -0.0387301985 -0.4386324474
## 296 2 -2.359712144 -1.957203e-02 -0.0168025632 -0.1768139594 -0.4515360311
## 297 2 -2.099497282 -1.853887e-01 0.2350046057 -1.4330782495 0.2861879465
## 298 1 0.208914425 4.322834e-02 -0.0186536201 2.1637578915 0.5530792210
## 299 2 0.467713915 1.353163e-01 -0.0831939906 2.4002324804 0.0526763676
## 300 1 -1.109158141 4.429175e-01 -0.2184912420 3.2066924714 4.8616415366
## 301 1 -0.408601582 6.505228e-02 -0.3315891589 0.3785310996 7.4225364082
## 302 2 -1.429140555 2.183220e-01 -0.1478813325 4.5679801453 4.5724775803
## 303 2 -0.716922423 5.152022e-01 -0.1576561085 3.1581599887 4.3298595990
## 304 1 -1.140514319 5.314262e-02 -0.0734193045 3.0657377486 4.9545975834
## 305 2 1.370311948 4.615056e-01 -0.1778290710 1.3119784102 0.0933777766
## 306 1 -0.659641228 2.310593e-01 0.1935178864 1.2781960908 5.6507251506
## 307 1 -1.179115056 2.450617e-01 -0.0672832719 3.1479308482 4.9652983991
## 308 1 -0.910876756 2.684181e-01 -0.0026145596 1.8417119767 5.7091712545
## 309 1 -0.659832575 2.518510e-01 0.0367434085 1.5131629387 5.5585041659
## 310 1 1.321829379 -3.126283e-02 -0.1186620595 0.6721959299 0.4584805023
## 311 2 -0.812042464 1.359281e-01 -0.1366969186 3.1411146165 4.4391405490
## 312 2 1.487172139 7.058985e-02 -0.0634312040 1.0717894833 0.0174512505
## 313 2 1.699795511 6.360289e-02 -0.0935240246 0.8864095940 -0.1212819735
## 314 1 0.909101216 -9.530633e-02 0.0227692889 0.0114172501 -0.1940476325
## 315 1 2.226106666 1.770621e-01 0.1078159686 -3.3664735022 3.8646062621
## 316 2 2.662945641 1.311159e-01 0.0279668788 -2.5187693898 2.8985641176
## 317 2 1.416698807 5.500933e-03 -0.2296164854 0.1622111477 -0.8905586736
## 318 2 2.266602189 -2.093674e-02 -0.2602549197 -3.0384711634 1.6425341163
## 319 1 1.786061429 -1.940111e-02 -0.1245557341 0.6166654394 0.0611705112
## 320 2 2.438414682 2.077511e-01 -0.1772838068 -0.0612932256 -0.5615841847
## 321 2 2.400033694 8.180249e-02 0.0691115489 -0.6271387114 0.2406577113
## 322 1 0.880782792 2.493071e-01 -0.0236302328 -0.4880317321 0.0550733602
## 323 1 1.546157176 3.130813e-01 -0.1735794754 0.0620648076 0.4594328927
## 324 2 3.068193987 2.657601e-01 -0.0808097537 -3.4863789069 2.8159093753
## 325 2 1.602774418 3.559783e-01 -0.2151005760 -0.2662216018 -0.9236405334
## 326 2 1.668085100 2.128865e-01 0.1562004228 -1.0724309941 -0.1473609846
## 327 1 1.686419174 -2.907109e-01 0.2146961361 -1.9526995225 0.2860718467
## 328 1 1.319163448 1.531448e-01 0.0095903182 0.6183265121 0.5005971550
## 329 2 2.915669697 4.087269e-01 -0.1480936203 -5.4097690606 11.4672768293
## 330 1 0.778845190 2.667319e-01 -0.2170567723 -0.2697252483 0.0812605049
## 331 2 1.474637146 1.962582e-01 -0.0120880572 -2.2070776603 2.1951096638
## 332 2 1.726935791 3.372738e-01 -0.2128629193 -0.5761918613 -0.9515104595
## 333 2 1.603316442 1.696566e-01 -0.2904790801 -0.2784162835 -0.9255141625
## 334 2 1.576730700 1.684154e-01 -0.0967781270 -0.2166698231 -0.9262999876
## 335 1 1.466849417 -9.458078e-01 42.3681040020 1.3100072676 -0.3519560908
## 336 2 1.553016293 3.642585e-01 -0.0520937214 0.8946048858 0.0018648753
## 337 2 1.526527805 1.785785e-01 -0.2233940788 -0.0816766172 -0.9095603720
## 338 2 2.770998994 2.477621e-01 -0.2171657205 -2.1140216250 2.0812680407
## 339 1 1.858954370 1.596685e-01 -0.3100016418 0.3780737768 0.0102473304
## 340 1 0.734202489 8.143731e-02 0.0897653173 -0.0943864633 0.0828476279
## 341 2 1.816126357 -1.775915e-01 0.0246505199 -1.3918752842 -0.1819064895
## 342 2 2.207204846 4.285464e-01 -0.4206287705 0.4203868584 -0.5042055717
## 343 1 2.091019656 1.252044e-01 -0.1116761271 -0.1341694263 -0.0454174556
## 344 2 1.566645463 1.710737e-01 -0.0970241971 -0.1692825628 -0.9231128219
## 345 1 1.386735385 6.811740e-02 -0.0335945327 -0.5951135953 -0.4383948701
## 346 1 -1.653356955 -7.601614e-02 0.2532686998 -1.7762953957 0.5900173043
## 347 2 1.531102621 4.004830e-01 -0.2838949153 0.3674005800 -1.0997919870
## 348 2 1.445995079 4.175376e-04 -0.1060465301 0.1167477000 -0.8994040811
## 349 1 1.923162807 1.987501e-01 -0.2186303877 -1.5281434521 2.9011114646
## 350 2 2.220427611 2.345685e-01 -0.1785616166 0.4014866445 -0.5178625444
## 351 2 1.547086140 1.404603e-01 -0.1981871137 2.0282367508 -0.3306674235
## 352 2 -1.318926727 -2.286284e-01 11.8163376800 -1.9041287255 -0.2608092164
## 353 2 1.327275668 3.556800e-01 -0.3418975753 -0.1731160158 -0.7571361592
## 354 1 1.346922605 7.343314e-02 -0.0343161078 -0.5030577547 -0.4297924810
## 355 1 1.832712481 3.461232e-01 -0.1120626137 0.4490860339 0.0141163769
## 356 1 -0.947688639 -1.013295e-01 -0.1015383656 -3.4657217211 2.1683465114
## 357 1 1.636406129 -2.814102e-01 0.2136571704 -1.7888577063 0.2988964563
## 358 2 0.984507897 3.588016e-01 0.0320391576 0.1064673292 -0.4153778248
## 359 2 1.566665656 6.128771e-02 -0.0620537302 0.9120511023 0.0012830407
## 360 2 2.340094776 4.076438e-01 -0.1722301368 0.1589836348 -0.5379797853
## 361 2 2.001958265 4.215308e-01 -0.4254119973 0.4091235531 -0.2676141104
## 362 2 -1.488945463 3.273985e-01 -0.0219643010 -0.9390426009 -0.5854090728
## 363 2 -1.853966713 3.070763e-03 -0.0401643457 -0.0593897710 -0.4705723940
## 364 2 2.301358248 4.119801e-01 -0.3623005889 0.1966773535 -0.6132603256
## 365 1 1.356399905 -1.142623e-01 -0.0384394655 -0.5109642113 -0.4355613815
## 366 2 1.636144992 1.626309e-01 -0.2213440709 -0.3592034790 -0.9342535105
## 367 2 1.595293004 -1.951648e-02 -0.1033406235 -0.2284617022 -0.9316630403
## 368 1 2.003216622 -4.924153e-02 -0.1181575478 0.1378339830 -0.1125813617
## 369 2 1.685479697 1.535603e-01 -0.0973476518 -0.4750681472 -0.9484366810
## 370 2 1.736677464 1.565125e-02 0.1506712478 -1.2480392743 -0.1655501605
## 371 2 2.064524961 -2.132408e-01 0.1522548145 -1.9680191552 -0.2391016056
## 372 2 1.708786264 9.669226e-02 0.1945119975 -0.1022817073 0.7658760438
## 373 2 2.189355982 5.195196e-02 -0.1859604056 0.4803912659 -0.5135091791
## 374 2 2.080302107 6.899616e-02 -0.3110391874 0.7343396950 -0.4864224249
## 375 1 1.566848791 -2.734343e-01 0.2124657345 -1.6521587007 0.3129155825
## 376 1 1.950462882 -4.279388e-02 -0.1210592476 0.1978887568 -0.0174075203
## 377 1 1.950806735 1.449020e-01 -0.1168211725 0.2071545534 -0.0127526486
## 378 2 2.139342937 6.125265e-02 -0.1869993714 0.6442330822 -0.5006845695
## 379 2 1.764973215 1.442582e-01 -0.0959701780 -0.6348065281 -0.9646048908
## 380 2 2.399813946 3.996702e-01 -0.1711477741 0.0208998739 -0.5508833690
## 381 2 1.803859148 6.834810e-02 -0.2484216333 0.8574341026 -0.2370716897
## 382 1 1.806372038 1.472646e-01 0.0782276935 -1.1941994825 1.1971568703
## 383 2 -1.926280382 1.807120e-01 -0.0008254014 -0.1572960491 -0.3577774821
## 384 2 1.684680413 -1.068512e-02 -0.2584915575 -0.2006204956 -1.0432394006
## 385 1 2.041473429 -1.860187e-01 0.1276812271 -0.6671382109 0.7568766111
## 386 1 2.317696119 -1.002161e-01 0.1843271138 -4.6378089140 2.8711326485
## 387 2 0.204208174 -6.850087e-02 0.0380056784 -0.2595756223 0.5136035325
## 388 1 1.932244431 3.328339e-01 -0.1102586760 0.2189464325 -0.0073895959
## 389 2 2.046310412 2.607800e-01 -0.3072782283 0.7976780942 -0.4753246259
## 390 2 -0.666400768 1.985774e-01 -0.2753817880 -4.4984127489 2.5771729090
## 391 2 -1.583733855 3.609512e-01 -0.1809068326 -0.4707700916 -0.6151427754
## 392 2 1.863147048 5.794857e-02 -0.1242448204 0.7185554742 -0.2534054575
## 393 2 -1.651049466 -5.243281e-03 -0.0703005632 -0.2705277157 -0.6092266439
## 394 2 -1.561320177 4.774677e-01 -0.3687711345 -0.5578692252 -0.6195440163
## 395 2 2.420923302 7.672543e-02 0.0721631896 -0.7166938848 0.2327650169
## 396 2 1.545527029 -1.287181e-02 -0.1042425924 -0.1133919014 -0.9209100539
## 397 1 1.870590252 -2.950639e-02 -0.1226393946 0.4307724535 0.0018688811
## 398 2 2.308662280 3.733407e-02 -0.1838613567 0.2285970444 -0.5382797780
## 399 1 1.962104016 3.288471e-01 -0.1097174947 0.1499045520 -0.0138413877
## 400 2 1.436173927 4.171419e-04 -0.1061612475 0.1153883599 -0.8982900523
## 401 2 2.081082881 2.531736e-01 -0.1810871294 0.7236820865 -0.4877541824
## 402 2 1.795070983 1.997458e-01 -0.0330770599 -1.3834455936 -0.1706375773
## 403 2 2.388780750 2.130665e-01 -0.1781200993 0.0294032749 -0.5518677667
## 404 2 2.107219027 1.655546e-03 -0.2632068965 -2.6458745010 1.6779802412
## 405 2 -1.551517516 -1.853263e-02 -0.0684966255 -0.5006673171 -0.6307326167
## 406 2 1.177903220 3.542424e-01 -0.1213719040 -0.0808617879 -0.5484512934
## 407 2 2.482439849 2.595429e-01 -0.1689396475 -0.8800986319 0.2713125495
## 408 1 -1.467815047 8.762776e-02 0.1379695480 -2.2428425523 0.5561955789
## 409 1 -1.759229493 8.910911e-02 0.1998621986 -2.0705541643 0.8508288180
## 410 2 1.990292082 7.853065e-02 -0.1895682811 0.9406704688 -0.4704972335
## 411 1 1.476552323 1.156314e-01 0.0303809480 -1.4818364216 0.3426688598
## 412 2 -1.029316524 -1.794179e-01 -0.0022177388 -1.8593832472 -0.1777599023
## 413 1 1.856498724 2.465994e-01 -0.1207989362 0.7287088848 -0.2529265933
## 414 2 1.804639921 2.525255e-01 -0.1184695753 0.8467764941 -0.2384034472
## 415 1 1.995734286 -1.085819e+01 -0.2894564185 0.7941125006 0.6304362915
## 416 2 2.269946516 2.305798e-01 -0.1777966446 0.3351888593 -0.5265439076
## 417 1 1.368041038 2.573786e-01 -0.0270977126 -0.5589484160 -0.4319952489
## 418 1 0.896094276 1.775633e-01 -0.2142227985 -0.5877124716 0.0743969786
## 419 1 1.521959023 3.209223e-01 -0.2971076447 0.1426903332 0.4692270300
## 420 2 1.885367451 -1.893200e-01 0.1490077266 -1.5537678727 -0.2003908546
## 421 2 2.120027470 2.489504e-01 -0.1829850870 0.6507547835 -0.4938001265
## 422 2 1.824824427 1.349552e-01 -0.0948221390 -0.7972635892 -0.9785450429
## 423 1 1.900696907 -3.614921e-02 -0.1219612164 0.3129585575 -0.0066545339
## 424 2 2.149411160 5.859703e-02 -0.1867476571 0.5968204067 -0.5038702216
## 425 2 1.875977569 -1.868944e-01 0.0257985589 -1.5543323452 -0.1958466416
## 426 1 2.117726621 -4.728175e+01 -1.1636533863 0.7888074057 -0.0338511826
## 427 2 1.792858759 3.888637e-01 0.0826970779 -0.3142970863 0.6654737605
## 428 2 2.079623767 6.922625e-02 -0.1880817340 0.7823168431 -0.4877809859
## 429 2 1.525620639 -1.021394e-02 -0.1046033799 -0.0673639812 -0.9166088594
## 430 2 2.187294183 2.437833e-01 -0.3733449323 0.4778239449 -0.5041731355
## 431 2 2.151231141 4.302376e-01 -0.1755206216 0.5474768619 -0.4991900601
## 432 2 1.893006633 5.396177e-02 -0.1237036391 0.6495135938 -0.2598572493
## 433 2 2.156419524 2.610009e-01 -0.4077300269 -1.7407872991 2.6009844508
## 434 2 -1.917539230 -7.220278e-03 -0.0075026153 -0.1704472682 -0.3620265060
## 435 2 2.139933860 2.462925e-01 -0.1826242994 0.6047268632 -0.4981013210
## 436 2 -1.247571726 3.536256e-01 -0.2424420241 -0.7319482600 -0.8773970943
## 437 2 2.271625377 9.665945e-02 0.0694572830 -0.3714844826 0.2650239761
## 438 1 -1.974027135 9.753734e-02 -0.0021746879 -0.3871921073 -0.1332832129
## 439 2 1.834499506 2.485387e-01 -0.1179283940 0.7777346136 -0.2448552391
## 440 2 1.587916132 2.439039e-01 -0.0547696586 0.8317871408 -0.0019562957
## 441 2 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## 442 2 2.191043921 4.249218e-01 -0.1747990465 0.4554210213 -0.5077924493
## 443 1 1.547074444 -2.721058e-01 0.2121706233 -1.6305040805 0.3161802086
## 444 1 1.461403442 4.764594e-01 -0.0479884819 0.8218539628 0.2822634899
## 445 1 1.165169121 4.771426e-01 0.0143396052 0.9665775753 0.5348803650
## 446 2 1.802344027 4.018343e-01 -0.0470417539 0.3365525343 -0.0025192260
## 447 1 1.626567961 -2.814079e-01 0.2135480971 -1.7902424615 0.3000119988
## 448 2 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
## 449 2 2.441305588 2.604341e-01 0.0768277286 -0.7778293086 0.2320821256
## 450 1 1.945312549 -4.066407e-02 -0.1216694337 0.2484420771 0.0267609547
## 451 1 1.707881460 8.093046e-02 0.2261526065 -1.9993243873 0.2885239504
## 452 2 1.837425359 2.873583e-01 -0.3110008212 1.2565979571 -0.4311986514
## 453 2 2.070348912 7.032510e-02 -0.3112195812 0.7573536551 -0.4842718277
## 454 2 1.565864690 -1.310376e-02 -0.2269762551 -0.1586249542 -0.9217810644
## 455 2 2.288038176 4.170973e-01 -0.3646833869 0.2378216024 -0.5235806818
## 456 2 1.781380523 -1.741336e-01 0.0236305052 -1.3210266837 -0.1333593595
## 457 2 1.683989538 8.186939e-02 -0.1274919083 1.1328067568 -0.2146947064
## 458 1 1.457385436 7.749339e-02 0.1663466334 -1.9838195705 0.5338076450
## 459 2 1.656675682 5.175322e-02 -0.1835246365 0.7057203285 -0.0146421507
## 460 2 2.250763091 4.169482e-01 -0.1737166839 0.3173372605 -0.5206960329
## 461 1 1.607137467 -9.238355e-02 0.2174910610 -1.7593220448 0.3079314966
## 462 2 2.058656886 2.539361e-01 -0.1824095552 0.7968882757 -0.5252936828
## 463 1 1.312933113 -3.265805e-02 0.0021882007 0.6543692733 0.5416306350
## 464 1 2.059700957 -5.475615e-02 -0.1192119129 -0.0064927892 -0.0389924672
## 465 2 2.061405316 4.448540e-01 -0.1772811624 0.8033745187 -0.4777630615
## 466 2 1.990160039 7.985998e-02 -0.1896339575 0.9650437689 -0.4694606651
## 467 2 2.109598380 6.391277e-02 -0.1874692322 0.6888762472 -0.4952678325
## 468 2 1.477086901 7.324812e-02 -0.0636772741 1.1191767436 0.0206384162
## 469 2 1.054180263 3.494990e-01 0.0333019140 -0.0546303918 -0.4304320058
## 470 1 1.359205053 3.368516e-01 0.0144786478 0.5599351835 0.4976846923
## 471 2 1.786980033 2.173252e-01 -0.0511617831 0.3715079380 -0.0449682413
## 472 2 2.069785599 6.922851e-02 -0.1881908073 0.7809320878 -0.4866654433
## 473 2 2.179402787 5.328089e-02 -0.1861407994 0.5034052261 -0.5113585818
## 474 2 1.486112399 3.728765e-01 -0.4091150221 -0.0474931532 -0.8542425080
## 475 1 1.043379000 -1.120536e-01 0.0255932414 -0.2895709517 -0.2641007353
## 476 2 1.188030807 1.453279e-01 0.0309791656 -0.3355383101 -0.4210267643
## 477 2 1.665441265 1.575475e-01 -0.0977741157 -0.4046669267 -0.9430989180
## 478 2 1.766405006 1.299377e-02 0.1511467528 -1.2927078545 -0.1709653840
## 479 2 2.230380806 2.332396e-01 -0.1783812228 0.3784726843 -0.5200131416
## 480 2 1.974128786 4.370919e-01 -0.2678736076 0.6753985159 -0.3635662824
## 481 1 0.980557038 -1.029504e-01 0.0224398273 -0.1821035024 -0.1657412419
## 482 2 -1.995952747 1.900146e-01 -0.0020881578 0.0038016719 -0.3427233012
## 483 1 0.973326239 4.688686e-02 0.0942317647 -0.6954935222 0.0291616700
## 484 2 0.863381619 1.778885e-03 0.0187130732 0.4076050955 -0.3952873873
## 485 1 1.646716698 -7.960298e-04 -0.1270812469 0.9388608814 0.0912788731
## 486 2 1.942054393 2.755313e-01 -0.3067784130 1.0710711113 -0.4531805817
## 487 2 2.398126007 2.670035e-02 -0.1823091333 0.0458701185 -0.5566000988
## 488 2 -0.428794008 3.008906e-01 -0.4319623641 -0.3069548393 -0.7701769164
## 489 2 1.995226986 7.800220e-02 -0.1899323971 0.9438365288 -0.4295159242
## 490 1 1.435143243 -1.154752e-02 -0.0627711440 0.8733182078 0.2835575497
## 491 2 2.140554981 2.478560e-01 -0.1801417636 0.6343703412 -0.4985861430
## 492 2 2.141030876 4.342225e-01 -0.1758380122 0.6192628376 -0.4949678397
## 493 2 2.489383624 -1.191805e-01 0.0665683383 -0.8679288647 0.2156124094
## 494 2 -0.094933158 6.237160e-03 0.1324160480 -1.6669034156 0.0751255176
## 495 1 1.527511907 -8.175207e-02 0.2160479108 -1.5752103637 0.3251362749
## 496 2 1.912937638 1.398265e-01 0.2125105455 -3.6590748257 2.7948149104
## 497 2 0.602793128 1.502401e-01 0.0193766814 1.0059869350 -0.4284949570
## 498 2 1.335716368 -1.930751e-01 0.2763795627 -1.3013360460 0.2118181377
## 499 1 1.874261001 1.549668e-01 -0.1166454382 0.3893351804 0.0317163180
## 500 2 2.350698989 9.087308e-02 -0.0548848703 -0.5112740432 0.2548408818
## 501 2 2.260584244 4.169486e-01 -0.1736019665 0.3186966005 -0.5218100618
## 502 1 2.110322338 1.167208e-01 0.0643020020 -4.1635836245 2.9218238021
## 503 1 1.701500964 -8.241187e-03 -0.1256347683 0.7976110605 0.0373939801
## 504 2 1.854684012 1.309684e-01 -0.0942809577 -0.8663054696 -0.9849968348
## 505 2 1.696644936 3.388347e-01 -0.0903096503 -0.5079448484 -0.9484888517
## 506 1 -1.086905234 7.445802e-02 0.0767918157 -2.5929105013 0.3263201802
## 507 1 1.425058005 -8.889250e-03 -0.0630172142 0.9207054681 0.2867447154
## 508 2 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## 509 1 1.817740995 3.482526e-01 -0.1127875172 0.4982800142 0.0593988808
## 510 1 1.089027919 -2.893036e-03 -0.0014163463 1.1575103364 0.5479624658
## 511 2 1.347827409 8.919494e-02 -0.0659567168 1.3939849253 0.0475596124
## 512 2 1.628204808 4.249547e-01 -0.0497443321 0.7246237967 -0.0069403816
## 513 2 1.108703658 1.237454e-01 -0.0704231642 1.9950919843 0.1012455703
## 514 1 1.234995492 3.509433e-01 0.0119064097 0.8135107098 0.5645521431
## 515 2 1.933144628 1.394021e-01 -0.1271264102 -0.7750958724 -1.0547120108
## 516 2 2.291284697 9.665759e-02 0.0696810737 -0.3687403873 0.2627944047
## 517 1 1.661573157 -1.598766e-03 -0.1264276638 0.9140656165 0.0470314240
## 518 2 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## 519 1 1.119343206 2.892727e-01 -0.0315418805 -0.0079727127 -0.3792668853
## 520 2 2.007886225 1.704758e-01 -0.1501808368 -1.8840741779 -0.2998989827
## 521 2 2.133791000 7.716948e-02 0.1320464936 -0.5758302795 0.4857862261
## 522 1 1.451243386 1.731985e-01 -0.0560972585 0.8436075667 0.3244866883
## 523 2 1.878035147 5.609118e-02 -0.1244285426 0.6987075741 -0.2145747455
## 524 1 0.681603864 2.772125e-01 -0.0273094288 -0.0033538138 0.0991203605
## 525 1 0.725232512 8.034705e-02 0.0922757767 -0.1148997561 0.0814067254
## 526 1 1.578014030 -8.815992e-02 0.2195037360 -1.6850354018 0.3128634118
## 527 1 1.812674048 3.501104e-01 -0.1124890776 0.5194872543 0.0194541399
## 528 2 2.269412812 4.374640e-02 -0.3076117057 0.2970744523 -0.5272837733
## 529 1 1.961812321 1.475625e-01 -0.2372526932 0.2145789387 -0.0119578837
## 530 2 2.263963251 4.212097e-02 -0.1850617652 0.3224596050 -0.4875820508
## 531 2 2.331820442 2.750524e-01 0.0748433971 -0.5246757470 0.2557386957
## 532 2 2.020151667 7.454385e-02 -0.1890270998 0.8716285883 -0.4769490253
## 533 2 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## 534 2 1.842993588 6.326245e-02 -0.1247426048 0.8133554101 -0.2470326398
## 535 2 1.459758609 -1.713633e-01 0.2089850505 -1.1098373631 0.0801822714
## 536 2 1.539252127 -1.806655e-01 0.2103625243 -1.2695757440 0.0640140616
## 537 2 1.518587620 4.409023e-01 -0.0517943399 1.0021506584 0.0177527569
## 538 1 2.182778479 -6.687028e-03 0.2253198807 -3.2704723174 3.8539644332
## 539 1 1.488320247 -7.487283e-02 0.2178088715 -1.4535110451 0.3332538421
## 540 2 2.380082679 -9.948025e-02 -0.0586474403 -0.5652084201 0.2447707867
## 541 2 2.080835810 2.558296e-01 -0.1812241263 0.7724541020 -0.4856825593
## 542 2 2.150755246 2.438711e-01 -0.1798243730 0.5625843655 -0.5028083634
## 543 2 1.965843296 2.683555e-01 -0.1861698270 0.9977709057 -0.4194458291
## 544 1 1.965826876 1.417153e-01 -0.1169392184 0.1629333531 0.0250414950
## 545 1 1.782338568 1.677307e-01 -0.1173340104 0.6036366383 0.0222876285
## 546 2 2.269457437 2.276870e-01 -0.1802135040 0.2811720812 -0.5270956541
## 547 1 1.426402091 1.763848e-01 -0.0560939301 0.8864694269 0.2878065735
## 548 2 1.797452203 -9.811626e-02 0.0661178071 -0.2743764398 0.7488889942
## 549 2 2.310235191 4.116306e-01 -0.1727713181 0.2280255152 -0.5315279935
## 550 1 1.614772427 -2.748469e-01 -0.1012836723 -1.8026400517 0.3092373837
## 551 1 1.842418606 3.474503e-01 -0.1120192168 0.4748440893 0.0140374028
## 552 2 1.641014286 -2.363403e-02 -0.2254690396 -0.3577059131 -0.9389947071
## 553 1 1.658115485 8.757513e-02 0.2252506376 -1.8842545865 0.2992769368
## 554 2 2.001210250 2.664611e-01 -0.1826672765 0.9565657832 -0.4684777811
## 555 1 1.399254200 1.849385e-01 -0.3399133528 -0.6862587053 -0.5262731172
## 556 1 1.351944984 8.958454e-02 0.2873926868 -1.7164915987 0.5540428955
## 557 2 2.011792130 2.509503e-01 -0.2333394811 -0.8560346357 0.7143585070
## 558 2 2.150508176 2.465271e-01 -0.1799613699 0.6113563810 -0.5007367402
## 559 2 2.060193272 2.582507e-01 -0.1841387701 0.8132372598 -0.4798614881
## 560 1 1.777553825 7.162792e-02 0.2274153629 -2.1604221082 0.2734697695
## 561 1 1.742886656 3.607396e-01 -0.1138231545 0.7049836907 0.0355433756
## 562 2 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## 563 2 -1.586870568 3.968107e-01 -0.1251809114 0.0615347350 -0.8486794157
## 564 2 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## 565 2 0.042243369 -6.742635e-03 -0.1817207723 -2.0465311683 0.0115076173
## 566 2 1.996391930 5.893707e-02 -0.1556437943 0.6685152505 -0.3770055265
## 567 2 1.556844504 6.128731e-02 -0.0621684476 0.9106917623 0.0023970696
## 568 2 2.070101842 7.298111e-02 -0.3113565781 0.8061256707 -0.4822002045
## 569 1 1.840730667 -2.551959e-02 -0.1231805759 0.4998143339 0.0083206730
## 570 2 2.116110918 1.517551e-01 0.1643838189 -2.1324325007 -0.2451744306
## 571 1 1.616897343 2.132631e-01 -0.0866607355 -1.8718176697 0.3101640309
## 572 1 1.285076125 -1.079476e-01 -0.0380443275 -0.3418167589 -0.4649043405
## 573 1 -1.449230196 -1.214045e-01 -0.0645861492 -1.0705280149 -0.4400171834
## 574 2 2.100742201 2.531717e-01 -0.1808633387 0.7264261817 -0.4899837538
## 575 1 1.373512409 7.915837e-02 0.0566213058 -2.8606973763 2.7283923778
## 576 1 0.954243703 -2.667569e-01 0.3366184801 -1.2678861246 0.8245206366
## 577 2 -0.177808215 1.666893e-01 -0.1520778662 -0.5841599726 -0.8364129479
## 578 2 1.511932267 2.955259e-01 -0.2867487777 -0.0712717664 -0.9952818860
## 579 2 2.169925487 2.409764e-01 -0.1820174418 0.5113116826 -0.5055896813
## 580 1 1.717711186 2.907428e-01 -0.1151335781 0.7111229635 0.0315240229
## 581 1 1.835959446 -2.737512e-02 -0.1235880888 0.4772223385 0.0493809564
## 582 1 1.822036321 1.637416e-01 -0.1166837558 0.5359795132 0.0147202941
## 583 2 1.535573834 -1.154287e-02 -0.1044229862 -0.0903779413 -0.9187594567
## 584 2 1.980206844 8.118892e-02 -0.1898143512 0.9880577291 -0.4673100678
## 585 1 1.875772226 -3.269086e-02 -0.1228665137 0.3851664979 0.0407785673
## 586 1 1.560122869 3.637398e-01 -0.0831891526 0.8213216996 0.1678248078
## 587 2 1.873100243 5.661964e-02 -0.1240644266 0.6955415141 -0.2555560548
## 588 2 1.634223563 8.851407e-02 -0.1283938772 1.2478765575 -0.2039417201
## 589 1 -2.031928599 8.695467e-02 0.0326767827 -0.4898387820 0.0147241077
## 590 2 1.477694839 2.582853e-01 -0.0593078464 1.0796959398 0.0232201511
## 591 2 1.732671662 4.111369e-01 -0.0483045103 0.4976502553 0.0125349550
## 592 1 1.676333936 -2.880526e-01 0.2144500660 -1.9053122622 0.2892590124
## 593 2 2.125830565 2.473294e-01 -0.1807296703 0.6347923059 -0.4553752623
## 594 1 1.811479019 1.635044e-01 -0.1193523295 0.5293754106 0.0173541997
## 595 2 2.172322252 2.989713e-01 0.0718200998 -0.1076803692 0.2922198753
## 596 2 1.800635895 1.386504e-01 -0.0931735800 -0.7198108862 -0.9326318185
## 597 2 2.279410632 2.263581e-01 -0.1800331103 0.2581581211 -0.5292462514
## 598 1 2.241978198 1.630285e-01 0.1423134648 -1.1036156428 0.7216530185
## 599 1 1.957085725 3.296476e-01 -0.1102620044 0.1760845722 0.0292905189
## 600 2 1.463736061 3.524649e-01 -0.0607802905 -0.2033917230 -0.8023462415
## 601 2 1.824730512 2.549496e-01 -0.2413402349 0.8503154568 -0.2372028345
## 602 2 1.378594159 2.740006e-01 -0.1842062344 1.3106304088 0.0481563079
## 603 1 1.394246612 3.296804e-01 0.0147927100 0.4452873476 0.5301425866
## 604 2 1.356416324 1.237795e-02 -0.1076700741 0.3238733413 -0.8800487056
## 605 2 2.029857792 7.587093e-02 -0.1889837029 0.8973866438 -0.4770279995
## 606 2 2.021363710 2.611472e-01 -0.1821694921 0.8617658473 -0.4748505988
## 607 2 2.005180181 7.667327e-02 -0.1897520033 0.9208225687 -0.4316665215
## 608 1 1.778383008 7.330441e-02 0.0379294890 -2.1660122145 0.1916584632
## 609 2 -1.011273196 -5.323735e-02 -0.1258794318 -1.2483047086 -0.9791307878
## 610 2 2.389516898 2.133033e-01 -0.1755662430 0.0346480374 -0.5533876434
## 611 2 2.315417165 4.084462e-01 -0.1729984372 0.1824195596 -0.4926183073
## 612 1 2.231796178 -2.466509e-02 0.1379663165 -1.1142661946 0.7181136894
## 613 2 2.296911370 2.278357e-01 -0.3712949244 0.2002970831 -0.5288662740
## 614 1 1.288291373 -2.375535e-01 0.2074803852 -1.0321411168 0.3720957379
## 615 2 1.798409587 6.672266e-02 -0.1258716928 0.8828192553 -0.1973699672
## 616 1 1.626832098 3.381713e-01 -0.1715768041 0.4000743703 0.2928155601
## 617 2 1.436041884 1.746472e-03 -0.1062269239 0.1397616601 -0.8972534839
## 618 1 -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## 619 2 2.030104862 7.321491e-02 -0.1888467060 0.8486146282 -0.4790996226
## 620 2 2.200521221 2.372264e-01 -0.1789224041 0.4475145647 -0.5135613498
## 621 2 2.308794322 3.600474e-02 -0.1837956804 0.2042237442 -0.5393163465
## 622 1 2.069654152 -5.608509e-02 -0.1190315192 -0.0295067494 -0.0411430645
## 623 2 -1.200383901 -2.798759e-02 -0.1293069134 -0.8110394659 -0.9382694395
## 624 2 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## 625 2 2.307899942 2.304988e-01 -0.4917208010 0.2076960532 -0.5280699955
## 626 2 1.537393816 3.600977e-01 -0.0931959507 -0.1397214861 -0.9140792952
## 627 1 0.871356442 1.188262e-01 -0.1320152307 0.2909094034 -0.2306873533
## 628 1 1.619235657 -3.599679e-02 -0.0598881721 0.4622329853 0.2858281079
## 629 2 1.496930086 -8.340382e-03 0.2503083263 -1.4608972028 0.1693206132
## 630 1 -2.122719398 -8.768828e-02 0.0241956311 -0.2728503997 0.0319810567
## 631 1 1.584789109 1.731662e-01 0.2653371225 -0.6498792215 1.2829207451
## 632 2 1.442341068 7.670608e-02 -0.0646972888 1.1900253440 0.0691855462
## 633 1 1.059168334 1.093768e-03 -0.0019575276 1.2265522168 0.5544142577
## 634 1 1.529314950 4.705333e-02 -0.0289322921 -0.9110660259 -0.5549957101
## 635 2 2.318500447 3.733182e-02 -0.1837522835 0.2299817996 -0.5393953206
## 636 1 2.000704752 1.369280e-01 -0.1158535273 0.0677114525 -0.0245422034
## 637 1 2.031776381 3.195445e-01 -0.1084547383 -0.0111931690 -0.0288955687
## 638 2 1.256884374 2.566730e-02 -0.1094740118 0.5540129427 -0.8585427328
## 639 2 2.419491511 2.079898e-01 -0.1749537412 -0.0587925584 -0.5608744900
## 640 2 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## 641 2 1.885741841 9.262048e-02 -0.1919167286 1.1969900904 -0.4058593541
## 642 2 1.875788646 9.394942e-02 -0.1920971223 1.2200040505 -0.4037087569
## 643 1 1.398032666 2.520625e-01 -0.0264908549 -0.6523635966 -0.4394836092
## 644 2 1.739704681 -3.997935e-02 -0.1011135503 -0.5718643843 -0.9218266614
## 645 2 2.442067664 1.052504e-01 -0.2274224664 -1.3394534367 2.1486194476
## 646 2 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## 647 1 -1.601858473 2.722999e-01 -0.0566752064 -0.7241088372 -0.3589095877
## 648 2 2.263941288 1.576883e-01 -0.1813001369 0.2900554493 -0.5333445782
## 649 2 1.975450561 5.334327e-02 0.1427072099 -3.2696379747 2.5954079362
## 650 2 2.014692380 -1.892924e-01 11.7499399386 2.1347361422 -0.3400687393
## 651 2 1.388605162 2.731386e-01 -0.0585145309 1.3408383592 0.0431272731
## 652 1 -2.146479135 -1.032951e-01 0.0575789365 -0.4759637375 0.1319245556
## 653 2 0.930697229 3.679734e-01 -0.0918931962 0.2073627196 -0.4012035188
## 654 1 1.697464399 1.577646e-01 -0.0563268961 -1.0837595259 -0.6908653575
## 655 2 1.959501101 4.679334e-03 0.1208958178 -1.5052051393 -0.3085056050
## 656 1 1.905631811 -3.667766e-02 -0.1223253324 0.3161246175 0.0343267754
## 657 2 2.047605600 7.469252e-02 -0.3801085202 0.7907535903 -0.4787196453
## 658 1 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## 659 2 1.625284632 -2.483262e-02 -0.1027337658 -0.3218768828 -0.9391514006
## 660 1 1.923723027 2.028984e-01 0.1366778610 -0.4159409338 0.7884005083
## 661 1 2.073020953 1.829644e-01 0.1393837676 -0.7611503359 0.7561415491
## 662 2 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## 663 1 2.034283669 4.387189e-01 -0.2966798277 -0.0522643823 -0.0289956149
## 664 1 1.756333886 -1.674364e-02 -0.1250312390 0.6613340197 0.0665857346
## 665 1 2.079854417 -6.007003e-02 -0.1187141285 -0.1012927251 -0.0453652849
## 666 2 2.165596245 3.634518e-02 -0.1525771002 0.2772779281 -0.4135656802
## 667 1 1.392850842 -1.091023e-01 0.0530591883 -2.8346717120 2.6087878366
## 668 2 0.924312832 1.804086e-01 0.0266530435 0.2596585936 -0.4060925444
## 669 2 1.999998207 7.985773e-02 -0.1895248842 0.9664285242 -0.4705762076
## 670 1 1.842665676 3.447943e-01 -0.1118822199 0.4260720737 0.0119657797
## 671 1 1.698060308 8.093006e-02 0.2260378890 -2.0006837273 0.2896379793
## 672 2 2.071129686 2.545025e-01 -0.1812675232 0.7466960466 -0.4856035852
## 673 1 1.791211762 -2.153093e-02 -0.1239455479 0.5661121190 0.0170020362
## 674 2 1.706209941 -1.653992e-01 0.1457606387 -1.1395165901 -0.1616801035
## 675 2 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## 676 2 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## 677 1 1.746138344 -2.986845e-01 0.2157784988 -2.0907832834 0.2731682631
## 678 1 1.985257371 -4.730914e-02 -0.1208821822 0.1320129364 0.0171219972
## 679 1 1.876248121 1.536757e-01 -0.1185627623 0.3700589944 0.0443968705
## 680 1 1.641588103 -2.845947e-01 0.2134300513 -1.8344636618 0.3378061424
## 681 1 2.081427328 3.142265e-01 -0.1076240899 -0.1018642543 -0.0386135003
## 682 1 1.388079471 2.533914e-01 -0.0266712487 -0.6293496365 -0.4373330119
## 683 1 -0.274132144 -3.916316e-02 -0.1827806739 -2.9166071340 2.5703321628
## 684 1 1.503650664 -1.784924e-03 -0.0957969903 0.9875417651 0.2159929710
## 685 1 1.360452587 -1.444489e-03 -0.0645784102 1.0605959490 0.3417436372
## 686 2 1.426268418 1.330681e-01 0.0674592043 0.5405864837 0.7729300811
## 687 2 1.696036998 1.537975e-01 -0.0946790781 -0.4684640446 -0.9510705865
## 688 2 1.416135494 4.404341e-03 -0.1065877114 0.1857895804 -0.8929522893
## 689 2 2.623358010 5.680973e-02 -0.2387672042 -1.2016212755 0.1967415340
## 690 1 1.646474351 -2.840658e-01 0.2139088847 -1.8362703818 0.2957108043
## 691 2 2.790429489 5.873765e-02 -0.2211086843 -2.1449420417 2.0733485429
## 692 1 1.681726617 -6.912648e-03 -0.1259298794 0.8192656806 0.0406586063
## 693 2 1.752319413 3.333882e-01 -0.2122576726 -0.6602030195 -0.9579711158
## 694 1 2.565450880 7.100430e-02 -0.3094798177 -2.5173399132 8.0868998902
## 695 1 1.801032915 -2.153053e-02 -0.1238308305 0.5674714591 0.0158880074
## 696 2 2.134571716 5.939712e-02 -0.1874068843 0.6216410868 -0.4596242861
## 697 1 1.495744635 -1.328674e-01 -0.0359139527 -0.8331596533 -0.4656697434
## 698 1 2.111401941 3.089130e-01 -0.1070115881 -0.1953048501 -0.0461003469
## 699 2 1.625152590 -2.350329e-02 -0.1027994422 -0.2975035826 -0.9381148322
## 700 2 1.783521488 6.858005e-02 -0.1256879706 0.9026671554 -0.2362006792
## 701 2 1.788456392 6.805160e-02 -0.1260520865 0.9058332154 -0.1952193699
## 702 2 1.512013433 6.740353e-02 -0.0634345324 1.0289276230 0.0541313653
## 703 2 1.714731345 -3.546370e-02 -0.1011758983 -0.5046292239 -0.9574702077
## 704 2 0.222682773 6.010565e-02 -0.2087504648 0.3522977838 -0.2843371689
## 705 1 1.258079998 8.563038e-02 -0.0333857955 -0.2906873509 -0.4119569821
## 706 1 1.882478456 3.394785e-01 -0.1111606449 0.3340162332 0.0033633905
## 707 1 1.890496642 -3.216426e-02 -0.1222786071 0.3847445332 -0.0024323134
## 708 2 2.025086571 7.401540e-02 -0.1893912158 0.8747946484 -0.4359677160
## 709 2 2.109730422 6.258344e-02 -0.1874035558 0.6645029471 -0.4963044009
## 710 2 2.339129802 2.183845e-01 -0.1789507476 0.1200743602 -0.5421498350
## 711 2 -0.092558702 -4.990229e-02 -0.1210139807 -1.0253193684 -0.7637443224
## 712 2 2.155553158 3.602367e-01 -0.1764981812 0.5577449852 -0.5065545268
## 713 2 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## 714 1 1.314621052 3.403118e-01 0.0133495598 0.6293990287 0.5473473648
## 715 1 1.556754330 -7.325747e-02 0.1163537553 -3.9382903422 3.3321487872
## 716 2 1.837221903 3.970470e-01 -0.0459560628 0.2413306337 -0.0521029244
## 717 2 2.120648591 2.505139e-01 -0.1805025512 0.6803982615 -0.4942849484
## 718 2 1.478542893 4.856373e-01 -0.2139111859 -0.0450502311 -0.9025356101
## 719 2 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## 720 2 1.557300206 3.574398e-01 -0.0928351631 -0.1857494064 -0.9183804898
## 721 1 1.762432178 1.703886e-01 -0.1176947979 0.6496645586 0.0265888231
## 722 1 1.746006302 -2.973552e-01 0.2157128224 -2.0664099832 0.2742048315
## 723 1 1.892316623 3.394763e-01 -0.1110515716 0.3354009884 0.0022478480
## 724 2 1.655575487 -2.639350e-02 -0.2252870348 -0.3901238957 -0.9421730083
## 725 2 2.629203987 8.656200e-02 -0.5387120367 -1.7877569296 2.1158694553
## 726 1 2.091495551 3.115709e-01 -0.1073723756 -0.1492769298 -0.0417991523
## 727 2 2.368989387 2.143977e-01 -0.1784095663 0.0510324798 -0.5486016269
## 728 2 1.656832156 3.441505e-01 -0.0910312254 -0.4158890078 -0.9398864626
## 729 2 1.948872456 2.772351e-02 -0.0888771834 0.2622885748 -0.1771185287
## 730 2 2.050487147 2.569236e-01 -0.1841821670 0.7874792043 -0.4797825139
## 731 2 2.290575871 4.116325e-01 -0.1729951088 0.2252814199 -0.5292984221
## 732 2 2.060929420 2.584875e-01 -0.1815849138 0.8184820223 -0.4813813647
## 733 2 2.278934737 3.999155e-02 -0.1843368617 0.2732656246 -0.5328645546
## 734 2 2.069917642 6.789918e-02 -0.1881251309 0.7565587876 -0.4877020117
## 735 2 1.986476214 2.700803e-01 -0.3084319114 0.9601605705 -0.4613859875
## 736 2 1.605378242 -2.217475e-02 -0.1030945534 -0.2758489625 -0.9348502060
## 737 1 1.961628121 1.424805e-01 -0.1140212461 0.1650120556 -0.0174596910
## 738 2 -1.244739077 1.644952e-01 -0.1262692469 -0.7079111088 -0.8829168405
## 739 2 -1.260103071 -2.001398e-02 -0.1303892761 -0.6729557051 -0.9253658558
## 740 2 -0.042792727 -5.654696e-02 -0.1201120118 -1.1403891691 -0.7744973088
## 741 2 -1.814153933 -2.244976e-03 -0.0394427706 -0.1514456116 -0.4791747831
## 742 2 1.711077333 4.082484e-02 -0.0598266570 0.5686484202 0.0111194197
## 743 1 2.177566666 2.396930e-01 0.0372385771 -4.0904904893 2.7219953533
## 744 2 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
## 745 1 1.950215812 -4.013787e-02 -0.1211962444 0.2466607723 -0.0153358971
## 746 1 1.384034778 2.559186e-01 -0.1497016336 -0.6435240468 -0.4339116923
## 747 2 1.960185427 8.517347e-02 -0.1902464593 1.0584843648 -0.4619738185
## 748 2 -1.359635021 -6.724636e-03 -0.1321932138 -0.4428161036 -0.9038598830
## 749 2 2.107800665 2.530854e-01 -0.3747224061 0.6375623258 -0.4880049257
## 750 2 1.960432497 8.251746e-02 -0.1901094624 1.0097123492 -0.4640454417
## 751 2 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## 752 2 1.467113513 1.843630e-01 -0.0988281349 0.0608570387 -0.9016068491
## 753 1 1.517214859 -2.681190e-01 0.2116294420 -1.5614622001 0.3226320005
## 754 1 1.208446066 9.094572e-02 -0.0342220880 -0.1999908504 -0.4022405641
## 755 2 2.309110565 3.975735e-02 -0.3069614511 0.2294173271 -0.5348511076
## 756 2 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## 757 1 0.223380431 1.793063e-01 -0.0728641681 -1.1772444574 0.9641875638
## 758 2 -1.343581978 -2.764715e-02 -0.0980883333 -0.7379852820 -0.8125187732
## 759 2 1.688924442 8.134094e-02 -0.1278560243 1.1359728168 -0.1737133972
## 760 2 -0.547811231 1.780182e-01 0.2637588454 -1.6659617054 0.5559393185
## 761 2 0.808597353 9.224043e-03 0.0172665945 0.5488549164 -0.3414024943
## 762 1 -2.128378165 7.955955e-03 0.0632935704 -0.5219727819 0.0385002620
## 763 2 1.565565462 -1.685901e-02 -0.1038161285 -0.1837931219 -0.9262478169
## 764 1 1.127608462 -8.502616e-02 -0.0425228459 -0.0060164282 -0.3871342125
## 765 2 2.371386152 2.723926e-01 0.0754279753 -0.5679595720 0.2492079297
## 766 1 1.699827587 1.043384e-01 -0.1202152456 0.7732566362 -0.0527656873
## 767 1 2.124654710 -1.085031e-02 0.1350470132 -0.8682884497 0.7705543245
## 768 1 -1.088765142 1.691258e-01 -0.1476614227 0.2030918532 0.0753871936
## 769 1 1.932244431 3.328339e-01 -0.1102586760 0.2189464325 -0.0073895959
## 770 1 -1.168866597 -6.609269e-03 -0.1534083243 0.4023110379 0.0889736685
## 771 2 -0.999645862 9.743912e-02 -0.2195722388 0.8459112680 -0.3920738093
## 772 2 1.960863767 8.494338e-02 -0.3132039127 1.0105072167 -0.4606152576
## 773 2 -1.080945561 -4.393481e-02 -0.1271421882 -1.0872069876 -0.9640766068
## 774 2 1.341576881 1.317804e-02 -0.1083293012 0.3486940214 -0.8358027702
## 775 1 -1.613499607 -9.934106e-02 -0.0680169593 -0.6761246325 -0.3624757203
## 776 2 -1.174110816 -1.624383e-01 0.1178066889 -1.5118026525 -0.1079498179
## 777 2 1.921050987 9.025912e-02 -0.3139254878 1.1025630572 -0.4520128685
## 778 1 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## 779 1 1.832712481 3.461232e-01 -0.1120626137 0.4490860339 0.0141163769
## 780 1 -1.640146321 1.775414e-02 -0.0626597845 -0.6332438964 -0.4882789341
## 781 2 1.930757112 9.158619e-02 -0.3138820909 1.1283211127 -0.4520918426
## 782 1 -1.273659185 -2.757892e-01 0.1852333597 -2.1165006037 0.3580434791
## 783 1 -0.758877915 -5.993446e-03 0.1054085025 -1.2142701579 0.7980569902
## 784 1 -1.363237940 -2.638288e-01 0.1836098158 -1.9093749624 0.3773988546
## 785 1 -1.762797532 -7.940704e-02 -0.0707228659 -0.3309152303 -0.3302167611
## 786 1 -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## 787 2 -1.275074557 -1.788456e-02 -0.1311141796 -0.6237617247 -0.8800833519
## 788 1 -1.046233404 -2.444985e-02 -0.1495533941 0.0998137467 0.0893956348
## 789 1 -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## 790 1 -1.452816695 -2.518684e-01 0.1819862718 -1.7022493211 0.3967542301
## 791 1 -0.868838955 -1.777417e-01 0.0991204196 -0.9460090927 0.8180952570
## 792 2 -0.974571020 -2.650459e-03 0.1257183157 -1.9871893590 -0.1473434602
## 793 2 2.188391199 4.317133e-01 -0.3665586451 0.4923599192 -0.5010396542
## 794 1 -0.879078593 2.031185e-01 -0.2046156671 -0.9590036274 0.8340739401
## 795 2 -0.699186950 -7.126739e-02 -0.0901379452 -0.5016139951 0.3404779632
## 796 2 -0.631377647 4.826853e-02 -0.2128976692 -0.0056052572 -0.4716459087
## 797 2 1.237110026 2.699583e-02 -0.1097691230 0.5756675628 -0.8552781067
## 798 1 1.107702072 -8.236829e-02 -0.0428836334 0.0400114921 -0.3828330179
## 799 1 -1.928806994 -5.870852e-02 -0.0720993550 0.0339923226 -0.2674274737
## 800 1 1.688737146 -7.159540e-02 -0.0784583760 -2.5149205951 2.2093624670
## 801 1 1.108914115 1.042351e-01 -0.0360260257 0.0301487511 -0.3807345913
## 802 1 -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## 803 1 -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## 804 2 -1.114391645 -1.704119e-01 0.1188890515 -1.6498864134 -0.1208534016
## 805 1 -1.752844337 -8.073598e-02 -0.0705424721 -0.3539291905 -0.3323673584
## 806 1 -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## 807 1 -1.792657117 -7.542024e-02 -0.0712640472 -0.2618733499 -0.3237649693
## 808 2 -1.355641862 4.722132e-01 -0.3784301374 3.4735314368 -2.8956993468
## 809 1 1.596315793 4.130637e-02 -0.1528350374 -1.1019851910 -0.4811637973
## 810 1 -1.732937947 -8.339384e-02 -0.0701816846 -0.3999571108 -0.3366685529
## 811 1 0.930650490 -5.993127e-02 -0.0458173639 0.4551818807 -0.2978509212
## 812 1 -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## 813 2 -1.503998042 1.268093e-02 -0.1352632364 -0.0944406415 -0.8306196145
## 814 1 -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## 815 2 -1.494044847 1.135200e-02 -0.1350828426 -0.1174546016 -0.8327702118
## 816 2 -1.235261777 -2.320030e-02 -0.1303926045 -0.7158175653 -0.8886857411
## 817 1 -1.165671744 -8.502632e-03 -0.1517181193 0.3759812684 0.1152028022
## 818 2 -1.314887337 -1.256883e-02 -0.1318357547 -0.5317058842 -0.8714809628
## 819 2 -1.354700117 -7.253087e-03 -0.1325573298 -0.4396500436 -0.8628785737
## 820 2 -0.924805045 -9.295132e-03 0.1266202846 -2.1022591597 -0.1580964466
## 821 2 -0.880207522 8.149190e-02 -0.2174075135 0.5697437463 -0.4178809767
## 822 2 1.576730700 1.684154e-01 -0.0967781270 -0.2166698231 -0.9262999876
## 823 1 -1.252540752 -9.184374e-02 0.1924517550 -2.1723912650 0.3558407111
## 824 2 1.826000707 2.161615e-01 -0.1892374629 1.3026696955 -0.4387182979
## 825 1 -0.888745345 -1.750838e-01 0.0987596320 -0.8999811725 0.8223964516
## 826 1 1.651867032 -2.925844e-03 -0.1264710608 0.8883075610 0.0471103981
## 827 2 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## 828 1 -1.703078362 -8.738065e-02 -0.0696405032 -0.4689989912 -0.3431203448
## 829 1 1.767975020 3.548973e-01 -0.1136894861 0.6133498149 0.0701518672
## 830 1 1.646848741 -2.125360e-03 -0.1270155705 0.9144875812 0.0902423047
## 831 1 -0.707899896 1.739652e-01 0.1131680791 -1.3392026996 0.7894024304
## 832 1 -1.278351742 8.009012e-03 -0.1553926558 0.6554645995 0.1126302386
## 833 2 -0.540367100 -9.495627e-02 0.0358428055 -0.8706322249 0.3026382226
## 834 1 -1.258445352 5.351142e-03 -0.1550318683 0.6094366792 0.1083290441
## 835 2 -1.111835459 3.201240e-01 0.0104175380 -1.7182691639 -0.1164965703
## 836 1 1.807311905 1.632150e-01 -0.1172716624 0.5364014779 0.0579311748
## 837 2 -1.380112824 1.808781e-01 -0.1241041756 -0.3742278928 -0.9408208334
## 838 1 -1.432654158 2.497080e-01 -0.0536085122 -1.1153461596 -0.3954697415
## 839 1 -1.699883509 -8.927401e-02 -0.0679502982 -0.4953287607 -0.3168912112
## 840 1 -1.812563507 -7.276237e-02 -0.0716248347 -0.2158454296 -0.3194637747
## 841 2 -1.454232067 6.036259e-03 -0.1343612675 -0.2095104422 -0.8413726009
## 842 2 -0.918808259 2.734110e-01 -0.2112714809 0.6519368459 -0.4071801610
## 843 2 1.826022671 1.005941e-01 -0.1929990912 1.3350738512 -0.3929557705
## 844 1 1.547316791 1.116399e-02 -0.1288195082 1.1446271826 0.1117482775
## 845 1 -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## 846 1 -1.527058380 8.001811e-02 -0.3082144991 -0.9117373201 -0.3713612889
## 847 2 1.955414206 8.331794e-02 -0.1906539722 1.0358923694 -0.4209135351
## 848 2 -0.900113912 8.414977e-02 -0.2177683011 0.6157716666 -0.4135797821
## 849 1 1.602101057 3.718829e-03 -0.1273730296 1.0033773617 0.0578633845
## 850 1 -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## 851 2 -1.293549156 -1.464911e-01 0.1156419636 -1.2356351308 -0.0821426505
## 852 2 1.505846292 -8.885400e-03 -0.1048984911 -0.0457093610 -0.9133442332
## 853 1 1.517457206 1.515079e-02 -0.1293606896 1.2136690631 0.1182000694
## 854 2 1.627147694 -1.536711e-01 0.0212887146 -0.9789833416 -0.1420817096
## 855 1 -1.324381057 4.848637e-02 -0.0584817885 -1.3586369802 -0.4212247382
## 856 1 -1.313471965 -2.704735e-01 0.1845117847 -2.0244447631 0.3666458682
## 857 2 -1.513951237 1.400987e-02 -0.1354436302 -0.0714266813 -0.8284690172
## 858 2 -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## 859 2 -0.810535157 7.218936e-02 -0.2161447571 0.4086460253 -0.4329351577
## 860 1 -1.467448647 2.542233e-01 -0.0537855776 -1.0494703392 -0.4299992590
## 861 2 -0.800581962 7.086042e-02 -0.2159643634 0.3856320652 -0.4350857549
## 862 1 -1.028309823 1.613890e-01 -0.1440252038 0.0702528549 0.0609637332
## 863 1 0.729365634 -3.054209e-02 -0.0498099173 0.9389406929 -0.3000752665
## 864 1 -0.827338236 1.899125e-01 0.1110033538 -1.0630351779 0.8152095977
## 865 1 -1.057949660 -1.524919e-01 0.0956929379 -0.5087438500 0.8589566053
## 866 2 2.458806325 2.619117e-01 -0.1144340856 -0.8356903466 0.2324621029
## 867 2 1.522491916 1.409906e-01 -0.1980467884 2.0223265954 -0.3694191614
## 868 1 -0.908651735 -1.724260e-01 0.0983988445 -0.8539532522 0.8266976461
## 869 2 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## 870 1 -1.553304542 7.905186e-02 -0.0626308452 -0.8293158969 -0.3717610007
## 871 1 -1.109147427 -1.458288e-02 -0.1523259617 0.2642272770 0.0760700849
## 872 2 -0.959833082 9.212338e-02 -0.2188506637 0.7538554275 -0.4006761985
## 873 1 -1.318164522 1.332475e-02 -0.1561142309 0.7475204400 0.1212326277
## 874 2 2.429664454 -1.112069e-01 0.0654859757 -0.7298451039 0.2285159930
## 875 2 1.519302336 -4.880673e-03 -0.4191906902 -0.1177448092 -0.9095429363
## 876 1 2.062591862 -2.073199e-03 0.1348996224 -0.7230288722 0.7546738431
## 877 1 -1.145765354 -1.116050e-02 -0.1513573318 0.3299533481 0.1109016076
## 878 1 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## 879 2 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## 880 1 2.108766441 -2.575784e-01 0.0532063192 -4.1629866801 2.9150705038
## 881 1 -0.959849502 -3.451690e-02 -0.1496200551 -0.0809821251 0.0438111257
## 882 2 2.164431301 5.541031e-02 -0.1868657029 0.5525992064 -0.4660760780
## 883 2 -1.304078025 4.747076e-01 -0.2376260306 -0.6200256435 -0.9967485163
## 884 2 1.587159791 3.534530e-01 -0.0922939818 -0.2547912868 -0.9248322816
## 885 1 1.231357603 2.782614e-01 -0.2215442667 -0.2697933318 -0.3572609742
## 886 1 1.010276050 -7.056275e-02 -0.0443742137 0.2710701996 -0.3150556995
## 887 1 -1.333598103 5.005212e-02 -0.0561083259 -1.3303782575 -0.4205940175
## 888 1 1.154137695 2.847574e-01 -0.0313648152 -0.0738485331 -0.3447373679
## 889 2 -0.780675572 6.820255e-02 -0.2156035758 0.3396041449 -0.4393869495
## 890 2 1.940957377 8.760125e-02 -0.3135647002 1.0565351370 -0.4563140630
## 891 2 2.210950311 4.222640e-01 -0.1744382590 0.4093931010 -0.5120936438
## 892 1 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## 893 2 -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## 894 2 -0.710571937 6.132593e-02 -0.3374352697 0.1793012914 -0.4510109464
## 895 1 -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## 896 2 1.895695036 9.129155e-02 -0.1917363348 1.1739761302 -0.4080099514
## 897 2 1.905648231 8.996261e-02 -0.1915559410 1.1509621701 -0.4101605487
## 898 1 -1.298258132 1.066688e-02 -0.1557534434 0.7014925198 0.1169314332
## 899 1 -1.560538779 -1.078791e-01 -0.0654247854 -0.8175242027 -0.3469995731
## 900 2 -0.739174853 4.358567e-01 -0.2037206416 0.2225780597 -0.4422726088
## 901 2 1.796163086 1.045809e-01 -0.1935402725 1.4041157316 -0.3865039786
## 902 2 -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## 903 1 1.731492592 -1.355732e-02 -0.1250279106 0.7041958799 0.0299056199
## 904 1 2.049603186 -1.884405e-01 0.1290073162 -0.6903019203 0.8240870540
## 905 1 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## 906 2 -0.954814791 9.132289e-02 -0.2183061540 0.7276754073 -0.4438081050
## 907 2 -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## 908 1 -1.548762146 -1.081152e-01 -0.0663900869 -0.8403884135 -0.4185112106
## 909 1 -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## 910 2 -1.533857627 1.666774e-02 -0.1358044177 -0.0253987610 -0.8241678227
## 911 2 -0.890160717 8.282083e-02 -0.2175879073 0.5927577065 -0.4157303794
## 912 1 -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## 913 2 -1.339728631 -9.382506e-03 -0.1318324263 -0.4888440239 -0.9081610776
## 914 1 -1.683171972 -9.003852e-02 -0.0692797157 -0.5150269115 -0.3474215393
## 915 1 -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## PC6 PC7 PC8 PC9 PC10
## 1 -0.089850549 -0.253945184 5.913160e-01 0.141822302 0.730931566
## 2 -0.320569293 -0.048583618 -9.686833e-01 -0.583005283 -1.901437730
## 3 1.213883834 0.497473486 -5.597227e-01 0.217889762 -0.697169976
## 4 0.866520462 -0.010756666 7.561459e-02 0.743723198 0.263019353
## 5 -0.083715021 0.493281568 -5.775374e-01 -1.027347244 0.149710898
## 6 1.213571149 -0.227951157 7.409891e-01 1.458342965 -0.313720935
## 7 -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## 8 -0.098657683 -0.274687275 6.135771e-01 0.156071121 0.679844623
## 9 0.485678704 -0.918865477 7.073317e-01 1.679500125 -2.326685492
## 10 1.212613300 -0.215810908 8.872299e-01 1.543435192 -0.565137233
## 11 -0.080352268 -0.211921314 8.694685e-01 0.291466453 0.275659822
## 12 1.235178140 0.564332029 -2.225072e-01 0.400674165 -1.212303816
## 13 1.229769232 0.553251287 -2.884975e-01 0.362784517 -1.112398731
## 14 -0.074014154 0.534979397 -4.382397e-01 -0.964963516 -0.071791507
## 15 -0.087710369 -0.240356636 7.630969e-01 0.236800179 0.443164408
## 16 -0.066829997 -0.184219459 1.034444e+00 0.386190571 0.025897111
## 17 1.182885368 -0.309170651 3.012596e-01 1.221467931 0.354327337
## 18 -0.079423062 0.523898655 -5.042301e-01 -1.002853164 0.028113578
## 19 -0.073112669 0.536826188 -4.272413e-01 -0.958648575 -0.088442354
## 20 -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## 21 1.238298212 0.506408632 -5.860097e-01 0.216483380 -0.623587175
## 22 -0.051477034 0.581149156 -1.632798e-01 -0.807089985 -0.488062693
## 23 -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## 24 -0.069534451 -0.189759830 1.001449e+00 0.367245748 0.075849653
## 25 -0.088486261 -0.223158085 8.732313e-01 0.294295273 0.254851738
## 26 -0.046068126 0.592229898 -9.728939e-02 -0.769200338 -0.587967778
## 27 -0.053280004 0.577455575 -1.852766e-01 -0.819719868 -0.454760998
## 28 -0.068605245 0.546060139 -3.722493e-01 -0.927073869 -0.171696592
## 29 -0.046067149 0.565273865 -2.633088e-01 -0.849702574 -0.332886881
## 30 -0.048772580 0.586689527 -1.302846e-01 -0.788145162 -0.538015235
## 31 1.230727081 0.541111038 -4.347384e-01 0.277692291 -0.860982434
## 32 -0.095823732 -0.256977749 6.641113e-01 0.179965708 0.593022035
## 33 -0.046969610 0.590383107 -1.082878e-01 -0.775515279 -0.571316930
## 34 -0.057787428 0.568221623 -2.402685e-01 -0.851294574 -0.371506761
## 35 -0.090268601 -0.232236008 7.484861e-01 0.222002099 0.458819144
## 36 -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## 37 -0.064125542 -0.178679088 1.067440e+00 0.405135395 -0.024055432
## 38 -0.815283470 -0.915006424 6.136597e-01 0.371777536 -1.406212315
## 39 0.077736909 0.236383580 -4.386938e-01 -1.019910157 -0.179637150
## 40 -0.077646838 -0.233336976 7.364442e-01 0.229909041 0.480788176
## 41 -0.079450783 -0.210074524 8.804669e-01 0.297781394 0.259008975
## 42 1.240733978 0.541844669 -4.344787e-01 0.286683174 -0.865051878
## 43 0.392633354 -0.112262385 4.670423e-01 0.514437355 0.277665011
## 44 0.410663050 -0.075326578 6.870103e-01 0.640736180 -0.055351938
## 45 0.395337809 -0.106722014 5.000375e-01 0.533382179 0.227712469
## 46 0.431424921 0.701122778 -4.447236e-01 -0.514654730 -0.669216826
## 47 0.648958831 -0.021803533 5.077940e-01 0.764851513 -0.087651038
## 48 0.670622186 0.756492614 -6.129414e-01 -0.384224455 -0.718166773
## 49 1.074049355 -0.134197298 4.261403e-01 0.750047018 -0.191774799
## 50 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## 51 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## 52 1.510187072 2.031435879 -3.065100e+00 0.218428285 1.833020957
## 53 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## 54 2.202785020 0.807972855 -7.633979e-01 0.998174559 -1.607913776
## 55 0.154156820 -0.697557623 -7.594430e-02 0.904471699 -1.544159375
## 56 2.166725629 0.734101242 -1.203334e+00 0.745576909 -0.941879878
## 57 1.449403534 -0.709158270 -1.433689e-01 2.105853165 -2.258020422
## 58 2.178417917 -0.023092764 2.799602e-02 1.972278321 -0.445990670
## 59 2.217770616 0.787718732 -9.655369e-01 0.900224754 -1.269955959
## 60 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## 61 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## 62 2.173909786 0.014902386 2.693503e-01 2.096730997 -0.844191261
## 63 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## 64 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## 65 2.131322005 -0.127758379 7.858688e-02 2.122023407 -0.715167042
## 66 1.487209015 0.109692665 -9.664055e-01 1.124604122 -3.334887433
## 67 2.230878954 0.804699220 -8.664290e-01 0.961554863 -1.421852128
## 68 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## 69 0.166442664 0.096948791 -1.140713e+00 -0.238478816 -2.267292810
## 70 0.898101126 0.760898142 -1.090158e+00 -0.416390652 -0.295574808
## 71 0.884577878 0.760152320 -1.089114e+00 -0.430612535 -0.300892993
## 72 0.874633825 0.005864447 1.746002e-01 0.800557669 0.113161726
## 73 0.876826203 0.735809070 -1.188031e+00 -0.476219636 -0.146990089
## 74 0.906242156 0.056515069 4.023048e-01 0.930173445 -0.201550790
## 75 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## 76 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## 77 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## 78 0.867421947 -0.008909875 8.661299e-02 0.750038139 0.246368505
## 79 0.868323431 -0.007063085 9.761138e-02 0.756353081 0.229717658
## 80 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## 81 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## 82 0.882747188 0.022485560 2.735857e-01 0.857392140 -0.036695901
## 83 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## 84 0.918834300 0.830330353 -6.711754e-01 -0.190644768 -0.933625196
## 85 2.136075147 0.671310371 -1.577279e+00 0.530868907 -0.375751065
## 86 0.889058557 0.008457060 1.845551e-01 0.821094493 0.101829063
## 87 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## 88 0.905673715 0.794906361 -8.360822e-01 -0.274141516 -0.679817207
## 89 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## 90 0.898974890 0.028771753 3.055374e-01 0.890558847 -0.081330258
## 91 0.881727202 0.740950950 -1.140494e+00 -0.453704103 -0.216642644
## 92 0.894467466 0.019537802 2.505454e-01 0.858984141 0.001923979
## 93 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## 94 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## 95 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## 96 0.870126401 -0.003369504 1.196082e-01 0.768982963 0.196415963
## 97 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## 98 0.910720937 0.813709240 -7.701609e-01 -0.247479239 -0.783767569
## 99 0.925145669 0.816301852 -7.602060e-01 -0.226942415 -0.795100231
## 100 0.904383799 0.039852495 3.715278e-01 0.928448494 -0.181235343
## 101 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## 102 0.889085302 0.769386272 -1.034122e+00 -0.399037829 -0.384147230
## 103 2.228174499 0.799158849 -8.994242e-01 0.942610039 -1.371899586
## 104 2.208755768 0.769250829 -1.075521e+00 0.837075342 -1.103447484
## 105 0.887136110 0.752031692 -1.074504e+00 -0.415814455 -0.316547729
## 106 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## 107 0.855162847 -0.042487077 -6.729550e-02 0.672856332 0.483525647
## 108 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## 109 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## 110 0.916129845 0.824789982 -7.041706e-01 -0.209589592 -0.883672653
## 111 0.861111553 -0.021837408 9.624207e-03 0.705833551 0.362924438
## 112 1.074950840 -0.132350508 4.371387e-01 0.756361960 -0.208425646
## 113 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## 114 0.884550157 0.026179141 2.955825e-01 0.870022023 -0.069997596
## 115 0.900804604 0.793394546 -8.911433e-01 -0.316943593 -0.600608247
## 116 0.888156096 0.033566302 3.395761e-01 0.895281788 -0.136600986
## 117 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## 118 0.857022181 -0.052780536 -2.025379e-01 0.594079047 0.718291096
## 119 0.896269459 0.050187415 4.385617e-01 0.952116259 -0.286458613
## 120 0.882774909 0.756458739 -1.111111e+00 -0.443242418 -0.267591298
## 121 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## 122 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## 123 0.876464515 0.743531207 -1.188100e+00 -0.487447006 -0.151035366
## 124 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## 125 0.883676393 0.758305530 -1.100113e+00 -0.436927476 -0.284242145
## 126 0.865618977 -0.012603456 6.461619e-02 0.737408257 0.279670200
## 127 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## 128 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## 129 0.905312028 0.802628498 -8.361513e-01 -0.285368886 -0.683862484
## 130 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## 131 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## 132 0.901678368 0.061268157 5.045521e-01 0.990005907 -0.386363697
## 133 0.874661546 0.739837626 -1.210097e+00 -0.500076889 -0.117733671
## 134 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## 135 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
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## 780 -1.089362053 -0.639069327 9.061209e-01 -0.217880677 0.918770373
## 781 -0.076529510 0.311798752 8.397194e-02 -0.443315418 -0.113599298
## 782 -1.791483474 -1.205184442 8.356901e-01 -0.164647179 -0.880618720
## 783 -2.148745196 -1.154268106 1.095468e+00 -0.388321639 -0.574241679
## 784 -1.783370111 -1.188563329 9.346756e-01 -0.107812708 -1.030476347
## 785 -1.051712626 -0.497657945 1.151250e+00 -0.205222309 0.686160758
## 786 -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## 787 -1.049881935 0.240008815 -2.114497e-01 -1.493226984 0.421963667
## 788 -1.245078411 -0.651106041 1.233562e+00 -0.736917498 1.332939048
## 789 -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## 790 -1.775256748 -1.171942216 1.033661e+00 -0.050978237 -1.180333974
## 791 -2.139190551 -1.126231275 1.216381e+00 -0.330084656 -0.761446278
## 792 -1.772162885 -0.440150803 -3.179715e-01 -1.321440601 -1.457136636
## 793 -0.112042190 0.238707471 -2.035002e-01 -0.600168958 0.303858365
## 794 -2.123316646 -1.147967574 1.223779e+00 -0.287991016 -0.782925126
## 795 -2.094989100 -0.328721403 2.045864e-01 -1.401789329 -1.553152303
## 796 -1.419224647 0.274639014 -9.471994e-02 -1.810223051 0.940756448
## 797 0.271987511 0.281229472 1.021169e-03 -0.130587293 -0.683593362
## 798 0.237703368 -0.522921740 9.677791e-01 0.930079497 0.180034238
## 799 -0.854100065 -0.641413271 1.380794e+00 -0.268362842 0.414525929
## 800 0.843064987 0.723967098 -1.150019e+00 1.487299836 2.523052477
## 801 0.239360116 -0.532889159 9.713914e-01 0.938562636 0.181030350
## 802 -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## 803 -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## 804 -1.759903786 -0.406573601 -1.640630e-01 -1.244258794 -1.694293777
## 805 -1.052614110 -0.499504735 1.140252e+00 -0.211537250 0.702811606
## 806 -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## 807 -1.049008171 -0.492117574 1.184246e+00 -0.186277485 0.636208216
## 808 -18.880583259 17.158955222 -3.719496e+00 14.833707168 -0.851773248
## 809 0.207415549 -0.620390781 4.278832e-01 0.646096630 1.005289225
## 810 -1.054417080 -0.503198316 1.118255e+00 -0.224167133 0.736113301
## 811 0.238320453 -0.515280501 1.147814e+00 1.039897143 -0.098046746
## 812 -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## 813 -1.029147785 0.282484992 4.151343e-02 -1.347983336 0.038994176
## 814 -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## 815 -1.030049270 0.280638202 3.051504e-02 -1.354298277 0.055645023
## 816 -1.053487874 0.232621654 -2.554433e-01 -1.518486749 0.488567056
## 817 -1.234260594 -0.628944557 1.365543e+00 -0.661138203 1.133128879
## 818 -1.046275996 0.247395976 -1.674561e-01 -1.467967219 0.355360277
## 819 -1.042670057 0.254783137 -1.234625e-01 -1.442707454 0.288756887
## 820 -1.776670309 -0.449384754 -3.729635e-01 -1.353015307 -1.373882399
## 821 -1.396687527 0.320808772 1.802400e-01 -1.652349519 0.524485262
## 822 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## 823 -1.791629696 -1.218845442 8.173057e-01 -0.168793923 -0.846320914
## 824 -0.096079151 0.323708931 1.766305e-01 -0.419386735 -0.262678940
## 825 -2.137387581 -1.122537695 1.238378e+00 -0.317454773 -0.794747973
## 826 -0.122624496 -0.469823638 1.194493e+00 0.676232844 0.532318545
## 827 -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## 828 -1.057121534 -0.508738687 1.085260e+00 -0.243111956 0.786065843
## 829 -0.145903999 -0.525236283 1.047458e+00 0.610532166 0.735516517
## 830 -0.137104617 -0.485385243 1.175758e+00 0.666600951 0.530664959
## 831 -2.151595873 -1.173469476 1.044088e+00 -0.411413207 -0.489991330
## 832 -1.406631581 -0.433479101 1.443955e+00 -0.421179315 0.938539980
## 833 -2.122936104 -0.359015870 2.965551e-02 -1.517050271 -1.292056929
## 834 -1.408434550 -0.437172682 1.421958e+00 -0.433809198 0.971841675
## 835 -1.770152202 -0.438731409 -1.637296e-01 -1.231412487 -1.708033748
## 836 -0.149871626 -0.524901308 1.003396e+00 0.574045030 0.798074630
## 837 -1.076389213 0.116929276 -2.226264e-01 -1.358412375 0.285570438
## 838 -1.079443188 -0.576291581 7.919848e-01 -0.393904861 1.240680113
## 839 -0.874834215 -0.683889449 1.127831e+00 -0.413606491 0.797495420
## 840 -1.047205202 -0.488423993 1.206242e+00 -0.173647603 0.602906521
## 841 -1.033655209 0.273251041 -1.347855e-02 -1.379558042 0.122248413
## 842 -1.391424841 0.318228514 2.278460e-01 -1.618606616 0.458877983
## 843 -0.107327898 0.309532017 1.540078e-01 -0.425640546 -0.249708403
## 844 -0.128089769 -0.466917340 1.285742e+00 0.729750364 0.364156485
## 845 -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## 846 -1.067597318 -0.560193999 8.900773e-01 -0.328502825 1.074336475
## 847 -0.119047200 0.285523742 1.102862e-02 -0.507734782 -0.033247387
## 848 -1.394884558 0.324502352 2.022368e-01 -1.639719637 0.491183567
## 849 -0.118117072 -0.460589686 1.249485e+00 0.707807550 0.449064307
## 850 -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## 851 -1.743677060 -0.373331375 3.390812e-02 -1.130589852 -1.994009031
## 852 0.247647422 0.231366133 -2.959355e-01 -0.301090707 -0.234020481
## 853 -0.125385315 -0.461376969 1.318737e+00 0.748695188 0.314203942
## 854 -0.445245242 -0.407083300 -2.055988e-01 -0.012640869 -2.411563130
## 855 -1.091016268 -0.586638856 6.673901e-01 -0.471852353 1.422843323
## 856 -1.787877535 -1.197797281 8.796836e-01 -0.139387414 -0.947222110
## 857 -1.028246300 0.284331783 5.251183e-02 -1.341668395 0.022343328
## 858 -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## 859 -1.402997921 0.307881239 1.032512e-01 -1.696554108 0.641041194
## 860 -1.061357128 -0.553342815 8.547136e-01 -0.359013204 1.175730308
## 861 -1.403899405 0.306034449 9.225281e-02 -1.702869049 0.657692041
## 862 -1.427511953 -0.489616278 1.172607e+00 -0.570569707 1.355807278
## 863 0.277873197 -0.450522661 1.396854e+00 1.180857451 -0.471379714
## 864 -2.140778055 -1.151307992 1.176069e+00 -0.335633912 -0.689801499
## 865 -2.122062340 -1.091142259 1.425351e+00 -0.210100772 -1.077812379
## 866 -0.843790240 -0.432616850 -2.993524e-01 -0.442285886 -1.591868618
## 867 -0.064901749 0.382344122 5.136932e-01 -0.220245475 -0.764231089
## 868 -2.135584612 -1.118844114 1.260375e+00 -0.304824891 -0.828049668
## 869 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## 870 -1.070282118 -0.544162679 9.203532e-01 -0.326608705 1.039873832
## 871 -1.421956822 -0.464874537 1.256982e+00 -0.528533316 1.221604387
## 872 -1.389475649 0.335583094 2.682272e-01 -1.601829990 0.391278482
## 873 -1.403025642 -0.426091940 1.487948e+00 -0.395919550 0.871936591
## 874 -0.842534958 -0.402747569 -2.637999e-01 -0.444897878 -1.631674975
## 875 0.237141197 0.209796426 -3.204084e-01 -0.309045462 -0.236714444
## 876 -0.853526719 -1.172543231 9.705319e-01 0.775810642 -1.166671602
## 877 -1.236063564 -0.632638137 1.343546e+00 -0.673768086 1.166430574
## 878 -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## 879 0.232322181 0.199970697 -4.829083e-01 -0.408444708 0.049043926
## 880 0.117231320 0.027907789 -1.400755e+00 1.575490858 0.863724641
## 881 -1.435479094 -0.492576391 1.092006e+00 -0.623257435 1.471367098
## 882 -0.137978381 0.246741145 -2.199377e-01 -0.640348548 0.316420410
## 883 -1.080124649 0.097372961 -2.841591e-01 -1.388621904 0.389043874
## 884 0.242453978 0.198902254 -3.802413e-01 -0.331899728 -0.095772313
## 885 0.212953118 -0.586820530 8.035075e-01 0.859910184 0.384695483
## 886 0.231108575 -0.530054824 1.059827e+00 0.989377613 0.035160033
## 887 -1.088819723 -0.587037348 6.819318e-01 -0.468281644 1.403143310
## 888 0.220734258 -0.565406853 8.977334e-01 0.908583408 0.266676278
## 889 -1.405702375 0.302340868 7.025601e-02 -1.715498932 0.690993736
## 890 -0.089240862 0.305524750 5.071705e-02 -0.471251124 -0.059577311
## 891 -0.125085764 0.237226034 -2.415147e-01 -0.636265912 0.389718773
## 892 -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## 893 -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## 894 -1.398489521 0.290159158 -7.776262e-03 -1.745481638 0.812867853
## 895 -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## 896 -0.113638292 0.296604484 7.701900e-02 -0.469845134 -0.133152471
## 897 -0.114539776 0.294757694 6.602061e-02 -0.476160076 -0.116501624
## 898 -1.404828611 -0.429785520 1.465951e+00 -0.408549433 0.905238285
## 899 -0.887455002 -0.709744514 9.738531e-01 -0.502015668 1.030607284
## 900 -1.407289879 0.277264152 2.994389e-02 -1.721048188 0.762638514
## 901 -0.104623444 0.315072388 1.870030e-01 -0.406695722 -0.299660946
## 902 -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## 903 -0.129836374 -0.484597961 1.106506e+00 0.625713314 0.665525324
## 904 -0.686474783 -1.351441390 1.001753e+00 0.593516018 -1.174542570
## 905 -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## 906 -1.374995528 0.351144700 2.869623e-01 -1.592198097 0.392932068
## 907 -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## 908 -1.056163685 -0.520878936 9.390193e-01 -0.328204183 1.037482140
## 909 -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## 910 -1.026443331 0.288025363 7.450862e-02 -1.329038512 -0.010958367
## 911 -1.395786043 0.322655562 1.912384e-01 -1.646034578 0.507834414
## 912 -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## 913 -1.029091421 0.268497953 -1.157258e-01 -1.439390503 0.307061320
## 914 -1.058924504 -0.512432268 1.063263e+00 -0.255741839 0.819367538
## 915 -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## PC11 PC12 PC13 PC14 PC15
## 1 0.3164562975 -0.6065573783 1.927808e-01 -1.950261e-02 -1.670734025
## 2 0.4689121553 0.6289083387 1.323065e-01 6.978921e-02 -1.531520519
## 3 0.0611489941 -1.4358576201 1.840870e-01 -2.348093e-01 -1.631976347
## 4 0.5708944645 0.1819459631 -4.707790e-02 2.319494e-01 -0.608977173
## 5 0.2749341604 -0.5677473221 2.051919e-01 -2.216298e-01 -1.699571675
## 6 -0.2682008748 -1.5550684022 1.824038e-01 -1.273142e-01 -1.440530403
## 7 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## 8 0.2793231911 -0.6528942029 5.100358e-02 5.461508e-02 -1.658514717
## 9 -0.5056088215 -0.8340578313 3.702440e-01 -3.574900e-01 -1.658634459
## 10 -0.7125475426 -1.6860211589 1.996366e-01 -2.482755e-01 -1.244033146
## 11 -0.5168743779 -0.8411138113 2.305873e-01 -1.244953e-01 -1.301310645
## 12 -0.9154184946 -1.6679126233 2.249560e-01 -3.686885e-01 -1.204027985
## 13 -0.7300508330 -1.6267437550 2.197426e-01 -3.213831e-01 -1.285176256
## 14 -0.1636423452 -0.6994986708 2.402665e-01 -1.029920e-01 -1.504750299
## 15 -0.1892303875 -0.7512128364 2.082663e-01 -1.562064e-01 -1.444928306
## 16 -0.9802935317 -0.9440359821 2.436208e-01 -2.427588e-01 -1.098439965
## 17 0.9859778713 -1.2612504025 1.372065e-01 7.748161e-02 -1.992493680
## 18 0.0217253164 -0.6583298025 2.350531e-01 -5.568661e-02 -1.585898571
## 19 -0.1945369554 -0.7063601489 2.411354e-01 -1.108763e-01 -1.491225587
## 20 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## 21 0.1714733818 -1.3600881673 3.321362e-01 -2.154265e-01 -1.672158328
## 22 -0.9360076016 -0.8710356221 2.619890e-01 -3.000979e-01 -1.166632500
## 23 -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## 24 -0.8876097010 -0.9234515479 2.410141e-01 -2.191061e-01 -1.139014101
## 25 -0.5201361202 -0.8657907130 7.924759e-02 -1.142625e-01 -1.308202031
## 26 -1.1213752632 -0.9122044904 2.672024e-01 -3.474033e-01 -1.085484228
## 27 -0.8742183811 -0.8573126660 2.602512e-01 -2.843294e-01 -1.193681924
## 28 -0.3490100067 -0.7406675391 2.454799e-01 -1.502974e-01 -1.423602027
## 29 -0.6521466452 -0.7890193136 4.098864e-01 -2.439762e-01 -1.280777994
## 30 -1.0286914324 -0.8916200562 2.645957e-01 -3.237506e-01 -1.126058364
## 31 -0.2857041652 -1.4957909984 2.025097e-01 -2.004218e-01 -1.481673514
## 32 0.0888211048 -0.6894595340 2.004462e-01 -8.524823e-02 -1.566650714
## 33 -1.0904806529 -0.9053430123 2.663335e-01 -3.395191e-01 -1.099008940
## 34 -0.7197453298 -0.8230052757 2.559067e-01 -2.449083e-01 -1.261305484
## 35 -0.1770336650 -0.7656375527 2.210294e-01 -3.776868e-02 -1.450082476
## 36 -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## 37 -1.0729773625 -0.9646204162 2.462275e-01 -2.664115e-01 -1.057865829
## 38 -0.1532886850 0.0279242474 4.147153e-01 4.195060e-02 -1.760667278
## 39 -0.4972279375 -0.7020917831 2.408315e-01 -1.591407e-01 -1.377085386
## 40 -0.1403295906 -0.7385130687 3.758780e-01 -4.472083e-02 -1.456030275
## 41 -0.5477689881 -0.8479752893 2.314562e-01 -1.323795e-01 -1.287785933
## 42 -0.2854218309 -1.4996350710 2.019142e-01 -2.003946e-01 -1.482330482
## 43 0.0424573484 -0.3261531851 9.132025e-02 5.766920e-02 -0.961906265
## 44 -0.5754348567 -0.4633827461 1.086982e-01 -1.000155e-01 -0.691412025
## 45 -0.0502264823 -0.3467376192 9.392695e-02 3.401650e-02 -0.921332129
## 46 -0.7165165881 -0.4315512544 1.322798e-01 -2.046600e-01 -0.678456288
## 47 -0.3575582141 -0.2196253891 4.080251e-02 -2.470174e-02 -0.494660411
## 48 -0.5295345558 -0.1946553755 6.525299e-02 -1.372305e-01 -0.468179962
## 49 -0.3440497755 0.0032099832 -2.251288e-02 7.019991e-03 -0.225875603
## 50 -0.1396815714 0.0241319679 -2.709321e-02 5.061203e-02 -0.297908798
## 51 -0.3559438432 -0.0238983784 -2.101092e-02 -4.577617e-03 -0.203235814
## 52 -2.5411574009 -0.0131668990 2.392970e-02 -5.633984e-02 -0.767201505
## 53 -0.2189740824 0.0696864157 -5.249439e-03 -3.826401e-02 -0.312002485
## 54 -0.5382256882 -0.8026668441 -3.272456e-02 -1.935812e-01 -0.200626138
## 55 0.6722609312 1.0123016682 2.954857e-01 1.947993e-01 -0.967056895
## 56 0.6975587221 -0.5282077221 -6.748054e-02 1.217882e-01 -0.741614617
## 57 0.7382655253 0.2515291272 9.115764e-02 1.667606e-01 -1.015969432
## 58 0.6222859179 -0.5625968525 -1.034067e-01 6.341459e-02 -0.662551457
## 59 0.0665491465 -0.6190507532 1.011212e-01 -4.802926e-02 -0.457515260
## 60 -0.2014707920 0.0104090118 -2.535541e-02 3.484356e-02 -0.270859374
## 61 -0.0881978542 -0.7658835553 -6.499513e-02 -1.009432e-02 -0.348828994
## 62 -0.1190924644 -0.7727450333 -6.412623e-02 -1.797855e-02 -0.335304282
## 63 -0.0881978542 -0.7658835553 -6.499513e-02 -1.009432e-02 -0.348828994
## 64 -0.2189740824 0.0696864157 -5.249439e-03 -3.826401e-02 -0.312002485
## 65 0.0215157572 -0.7111208554 -7.091679e-02 3.320084e-02 -0.418787803
## 66 -0.2819369668 0.0620165059 3.020094e-01 -1.912841e-01 -0.624070382
## 67 -0.2113656629 -0.6827410663 1.086402e-01 -1.189661e-01 -0.336104601
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## 874 -0.0670749990 0.9041237058 1.403885e-01 2.123219e-01 -0.618082191
## 875 0.0814170841 -1.2359585757 -4.051339e-02 -1.899226e-01 0.454346625
## 876 -0.1853468721 0.8318251060 1.109951e-01 1.354549e-01 -0.517686062
## 877 -0.7343947852 0.7147447585 -1.960202e-02 1.169695e-01 0.056964489
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## 882 0.1218460509 0.1421581849 -5.935628e-02 1.844323e-01 -0.377626253
## 883 -0.2240422966 -0.4855085911 5.485274e-03 -2.265642e-01 0.575168128
## 884 0.2987671778 -1.1460186685 8.687897e-02 -3.812048e-01 0.343696787
## 885 0.2508850059 -1.2354530956 6.853413e-02 -3.272257e-01 0.436433444
## 886 -0.4721585971 -1.4476785858 1.162163e-01 -2.855835e-01 0.735305654
## 887 0.7290297065 -0.3616549040 1.059876e-01 -2.124569e-02 0.237145572
## 888 -0.0044977585 -1.3088029168 8.053023e-02 -3.975216e-01 0.527238308
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## 890 -0.6019930069 0.0326377816 1.121466e-01 -9.043726e-03 -0.052607541
## 891 0.2632985781 0.2401868170 -9.081007e-02 -2.465864e-03 -0.444351798
## 892 -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## 893 -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
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## 895 -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
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## 901 -1.0212545286 -0.1117165030 -2.720700e-02 -1.072844e-01 0.122788091
## 902 -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## 903 -0.2504584678 0.0285736303 -7.323480e-02 1.656268e-01 -0.167813176
## 904 -0.2657620369 0.7890322533 1.299311e-01 2.312554e-01 -0.497754597
## 905 -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## 906 -1.1227053422 0.6994681281 7.364479e-03 -5.176452e-02 0.193606422
## 907 -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## 908 0.0115779070 -0.5058630296 1.345361e-01 -8.144769e-02 0.549433199
## 909 -0.5563472019 -0.6642616984 1.552445e-01 -2.339459e-01 0.800029305
## 910 -0.9136912051 -0.6804605531 1.849084e-01 -3.937801e-01 0.907658026
## 911 -0.8873705844 0.7194678885 5.481522e-03 7.273774e-04 0.092560016
## 912 -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## 913 -0.3457660963 -0.5220618843 1.641999e-01 -2.412819e-01 0.657061920
## 914 -0.3709795404 -0.6230928301 1.500311e-01 -1.866405e-01 0.718881033
## 915 -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## PC16 PC17 PC18 PC19
## 1 -0.1081029113 -1.241729e-02 1.913611e-01 -6.703249e-04
## 2 0.1506849796 6.625572e-02 1.887222e-01 7.697420e-04
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## 874 0.0854232329 6.891745e-02 -1.965934e-03 2.616526e-03
## 875 -0.1689773778 2.162177e-02 1.138055e-03 4.104647e-03
## 876 0.0125420246 3.756330e-02 -2.207996e-01 2.171453e-03
## 877 0.0412388624 3.172036e-02 2.432622e-03 -1.326619e-03
## 878 -0.0420955340 -1.083403e-02 1.007216e-02 1.563322e-03
## 879 -0.0082135289 2.915634e-02 -5.291165e-03 4.043531e-03
## 880 0.0054629367 1.872416e-02 -9.369096e-02 7.338853e-03
## 881 0.0572626077 4.153843e-02 -8.113169e-03 -1.519042e-03
## 882 0.0397997300 3.186445e-02 3.221215e-03 1.327697e-03
## 883 0.1596657870 6.364897e-02 -9.399073e-03 1.643580e-03
## 884 -0.0201740314 2.498015e-02 -1.667185e-03 4.011324e-03
## 885 -0.3357870667 6.292402e-03 -1.083044e-03 3.847719e-03
## 886 -0.1062280741 -7.657938e-03 8.765441e-03 4.472637e-03
## 887 0.0163428541 6.453789e-02 -2.415482e-01 5.498868e-04
## 888 -0.0967602643 9.976180e-04 2.491865e-03 4.195522e-03
## 889 0.1102395458 6.682610e-02 -1.148510e-03 -1.413789e-03
## 890 0.1142593766 4.860170e-03 1.047502e-02 1.552556e-03
## 891 0.0406041502 1.985407e-02 9.023366e-04 1.133868e-03
## 892 -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## 893 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## 894 0.2107932702 7.105178e-02 -6.516571e-03 -1.485363e-03
## 895 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## 896 0.0153998926 1.717408e-02 1.487813e-02 1.615313e-03
## 897 0.0163035903 1.771817e-02 1.444639e-02 1.604660e-03
## 898 0.0265368864 2.303945e-02 6.565910e-03 -1.156859e-03
## 899 -0.0005616678 4.827228e-02 -9.203390e-03 1.327135e-03
## 900 0.1100271133 6.972305e-02 -3.137120e-03 -1.584478e-03
## 901 0.0063629157 1.173321e-02 1.919551e-02 1.721837e-03
## 902 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## 903 -0.0356564952 -2.247683e-02 7.151466e-03 1.476267e-03
## 904 0.0145019991 4.817495e-02 2.377205e-03 2.737488e-03
## 905 -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## 906 0.0949898402 4.212519e-02 6.292499e-03 -1.245186e-03
## 907 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## 908 0.0002123718 3.338944e-02 -1.230817e-02 1.303316e-03
## 909 -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## 910 0.0377132943 6.487904e-02 1.894557e-03 1.602148e-03
## 911 0.1002988713 6.084113e-02 3.600604e-03 -1.296613e-03
## 912 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## 913 0.0559004030 6.030938e-02 -6.638727e-03 1.376612e-03
## 914 -0.0125525507 4.122363e-02 -6.365315e-03 1.464938e-03
## 915 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
# Means of scores for all the PC's classified by Survival status
tabmeansPC <- aggregate(cvdtyp_pca[,2:6],by=list(SEX=cvd$SEX),mean)
tabmeansPC
## SEX PC1 PC2 PC3 PC4 PC5
## 1 1 -0.5690370 -0.1250236 0.07803402 -0.1548078 0.3210673
## 2 2 0.5022981 0.1103603 -0.06888188 0.1366513 -0.2834112
tabmeansPC <- tabmeansPC[rev(order(tabmeansPC$SEX)),]
tabmeansPC
## SEX PC1 PC2 PC3 PC4 PC5
## 2 2 0.5022981 0.1103603 -0.06888188 0.1366513 -0.2834112
## 1 1 -0.5690370 -0.1250236 0.07803402 -0.1548078 0.3210673
tabfmeans <- t(tabmeansPC[,-1])
tabfmeans
## 2 1
## PC1 0.50229813 -0.56903704
## PC2 0.11036030 -0.12502355
## PC3 -0.06888188 0.07803402
## PC4 0.13665131 -0.15480778
## PC5 -0.28341123 0.32106727
colnames(tabfmeans) <- t(as.vector(tabmeansPC[1]$SEX))
tabfmeans
## 2 1
## PC1 0.50229813 -0.56903704
## PC2 0.11036030 -0.12502355
## PC3 -0.06888188 0.07803402
## PC4 0.13665131 -0.15480778
## PC5 -0.28341123 0.32106727
# Standard deviations of scores for all the PC's classified by Survival status
tabsdsPC <- aggregate(cvdtyp_pca[,2:6],by=list(SEX=cvd$SEX),sd)
tabfsds <- t(tabsdsPC[,-1])
colnames(tabfsds) <- t(as.vector(tabsdsPC[1]$SEX))
tabfsds
## 1 2
## PC1 2.034336 1.8382375
## PC2 2.347199 0.1521995
## PC3 2.050625 0.7726689
## PC4 1.190396 1.1451279
## PC5 1.132347 0.9838533
t.test(PC1~cvd$SEX,data=cvdtyp_pca)
##
## Welch Two Sample t-test
##
## data: PC1 by cvd$SEX
## t = -8.3152, df = 868.95, p-value = 3.514e-16
## alternative hypothesis: true difference in means between group 1 and group 2 is not equal to 0
## 95 percent confidence interval:
## -1.3242098 -0.8184606
## sample estimates:
## mean in group 1 mean in group 2
## -0.5690370 0.5022981
t.test(PC2~cvd$SEX,data=cvdtyp_pca)
##
## Welch Two Sample t-test
##
## data: PC2 by cvd$SEX
## t = -2.0732, df = 431.18, p-value = 0.03874
## alternative hypothesis: true difference in means between group 1 and group 2 is not equal to 0
## 95 percent confidence interval:
## -0.45853263 -0.01223507
## sample estimates:
## mean in group 1 mean in group 2
## -0.1250236 0.1103603
t.test(PC3~cvd$SEX,data=cvdtyp_pca)
##
## Welch Two Sample t-test
##
## data: PC3 by cvd$SEX
## t = 1.3989, df = 534.59, p-value = 0.1624
## alternative hypothesis: true difference in means between group 1 and group 2 is not equal to 0
## 95 percent confidence interval:
## -0.05939824 0.35323004
## sample estimates:
## mean in group 1 mean in group 2
## 0.07803402 -0.06888188
t.test(PC4~cvd$SEX,data=cvdtyp_pca)
##
## Welch Two Sample t-test
##
## data: PC4 by cvd$SEX
## t = -3.7623, df = 889.21, p-value = 0.0001794
## alternative hypothesis: true difference in means between group 1 and group 2 is not equal to 0
## 95 percent confidence interval:
## -0.4435008 -0.1394174
## sample estimates:
## mean in group 1 mean in group 2
## -0.1548078 0.1366513
t.test(PC5~cvd$SEX,data=cvdtyp_pca)
##
## Welch Two Sample t-test
##
## data: PC5 by cvd$SEX
## t = 8.5653, df = 853.87, p-value < 2.2e-16
## alternative hypothesis: true difference in means between group 1 and group 2 is not equal to 0
## 95 percent confidence interval:
## 0.4659618 0.7429952
## sample estimates:
## mean in group 1 mean in group 2
## 0.3210673 -0.2834112
## F ratio tests
var.test(PC1~cvd$SEX,data=cvdtyp_pca)
##
## F test to compare two variances
##
## data: PC1 by cvd$SEX
## F = 1.2247, num df = 428, denom df = 485, p-value = 0.03039
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.019390 1.473024
## sample estimates:
## ratio of variances
## 1.224736
var.test(PC2~cvd$SEX,data=cvdtyp_pca)
##
## F test to compare two variances
##
## data: PC2 by cvd$SEX
## F = 237.83, num df = 428, denom df = 485, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 197.9571 286.0493
## sample estimates:
## ratio of variances
## 237.8337
var.test(PC3~cvd$SEX,data=cvdtyp_pca)
##
## F test to compare two variances
##
## data: PC3 by cvd$SEX
## F = 7.0435, num df = 428, denom df = 485, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 5.862512 8.471366
## sample estimates:
## ratio of variances
## 7.043457
var.test(PC4~cvd$SEX,data=cvdtyp_pca)
##
## F test to compare two variances
##
## data: PC4 by cvd$SEX
## F = 1.0806, num df = 428, denom df = 485, p-value = 0.4072
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.8994409 1.2996977
## sample estimates:
## ratio of variances
## 1.080624
var.test(PC5~cvd$SEX,data=cvdtyp_pca)
##
## F test to compare two variances
##
## data: PC5 by cvd$SEX
## F = 1.3246, num df = 428, denom df = 485, p-value = 0.002685
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.102545 1.593184
## sample estimates:
## ratio of variances
## 1.324642
# Plotting the scores for the first and second components
plot(eigen_cvd, xlab = "Component number", ylab = "Component variance", type = "l", main = "Scree diagram")
plot(log(eigen_cvd), xlab = "Component number",ylab = "log(Component variance)", type="l",main = "Log(eigenvalue) diagram")
print(summary(cvd_pca))
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.0043 1.6143 1.5137 1.17498 1.09779 1.03782 1.01252
## Proportion of Variance 0.2114 0.1372 0.1206 0.07266 0.06343 0.05669 0.05396
## Cumulative Proportion 0.2114 0.3486 0.4692 0.54184 0.60527 0.66196 0.71592
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.96142 0.94991 0.89895 0.85564 0.74147 0.70185 0.61399
## Proportion of Variance 0.04865 0.04749 0.04253 0.03853 0.02894 0.02593 0.01984
## Cumulative Proportion 0.76457 0.81206 0.85459 0.89312 0.92206 0.94798 0.96782
## PC15 PC16 PC17 PC18 PC19
## Standard deviation 0.58138 0.47337 0.19778 0.10052 0.004779
## Proportion of Variance 0.01779 0.01179 0.00206 0.00053 0.000000
## Cumulative Proportion 0.98561 0.99741 0.99947 1.00000 1.000000
diag(cov(cvd_pca$x))
## PC1 PC2 PC3 PC4 PC5 PC6
## 4.017168e+00 2.605971e+00 2.291290e+00 1.380569e+00 1.205153e+00 1.077080e+00
## PC7 PC8 PC9 PC10 PC11 PC12
## 1.025202e+00 9.243206e-01 9.023207e-01 8.081125e-01 7.321156e-01 5.497830e-01
## PC13 PC14 PC15 PC16 PC17 PC18
## 4.925953e-01 3.769863e-01 3.380059e-01 2.240823e-01 3.911824e-02 1.010366e-02
## PC19
## 2.283649e-05
xlim <- range(cvd_pca$x[,1])
cvd_pca$x[,1]
## [1] -2.392819297 -2.094573428 0.577749396 -3.090544132 -2.098013275
## [6] 0.153683880 -2.408266678 -2.410645396 0.370755610 -0.000632336
## [11] -2.667049749 0.258167154 0.317886324 -2.229092749 -2.566305755
## [16] -2.816347674 0.562125743 -2.169373579 -2.239045944 -2.408266678
## [21] 0.623028752 -2.477922624 -2.328624699 -2.786488089 -2.671094442
## [26] -2.537641794 -2.458016234 -2.288811919 -2.387912599 -2.507782209
## [31] 0.472202540 -2.476727000 -2.527688599 -2.408250259 -2.557564604
## [36] -2.328624699 -2.846207259 -2.240036224 -2.314647468 -2.547180138
## [41] -2.677002944 0.491861860 -2.873820343 -3.072884243 -2.903679928
## [46] -2.794178363 -3.196175930 -2.927423245 -3.366038739 -3.319467617
## [51] -3.389139982 -2.339725010 -3.020855347 -0.394250714 -2.749796544
## [56] 0.003877086 0.028040312 -0.318611504 -0.179899086 -3.339374007
## [61] -0.573424644 -0.583377839 -0.573424644 -3.020855347 -0.530377030
## [66] -0.003001003 -0.259656688 -3.369233592 -2.531717000 -2.781547396
## [71] -2.781978667 -3.180122887 -2.691924017 -3.364215301 -3.379186787
## [76] -3.379186787 -3.369233592 -3.100497327 -3.110450522 -3.359280397
## [81] -3.389139982 -3.269701642 -3.060208652 -3.160200077 0.342285716
## [86] -3.189644812 -3.349327202 -3.010426257 -3.339374007 -3.299129957
## [91] -2.731000648 -3.249363982 -2.971089372 -3.279654837 -3.359280397
## [96] -3.130356912 -3.379186787 -3.070621322 -3.080143247 -3.358849127
## [101] -3.349327202 -2.831744642 -0.229797103 -0.080367135 -2.790719818
## [106] -3.259748447 -2.960676701 -3.020855347 -2.971089372 -3.130340492
## [111] -3.030824962 -3.375991934 -3.279654837 -3.289608032 -2.961136177
## [116] -3.329420812 -3.060208652 -2.816313680 -3.418999567 -2.762072277
## [121] -3.349327202 -3.339374007 -2.692399912 -3.369233592 -2.772025472
## [126] -3.080590937 -3.259748447 -3.359280397 -3.010902152 -3.369233592
## [131] -3.279654837 -3.478718737 -2.672493522 -3.319467617 -3.339374007
## [136] -3.389139982 -3.060208652 -3.040761737 -2.851175137 -3.200029277
## [141] -3.050714932 -3.259748447 -2.790500070 -3.050283662 -2.971105792
## [146] -2.841697837 -2.860188855 -3.050283662 -2.981058987 -3.105415811
## [151] -3.468765542 -2.189832128 0.616879798 0.203764092 0.646739383
## [156] -1.155249622 -1.836685810 -2.085532105 -1.591116701 -1.780243826
## [161] -1.620992705 1.055394322 0.862161475 1.045441127 0.881133333
## [166] -1.740414626 1.179850953 -2.034078191 -2.441600624 -2.547297935
## [171] -2.656783080 -2.421260804 -2.388995567 -2.398948762 -2.120242882
## [176] -2.130196077 -2.375847518 -2.189915247 -2.070476907 -2.394475953
## [181] -2.465360361 -2.833628577 -2.179962052 -2.408901957 -2.060523712
## [186] -2.090383297 -3.078687037 -2.067198935 0.203896134 -2.130112958
## [191] 0.458484552 -1.881266663 -2.159972543 -2.189832128 -1.911126248
## [196] 0.547224447 0.477667110 0.487620305 -2.727996779 0.477667110
## [201] 0.233755719 0.477667110 -2.263440959 0.477667110 0.198961230
## [206] -2.243550989 0.313381279 0.542321184 0.472648819 0.462695624
## [211] 0.910034070 -2.509026488 -2.459260513 -2.518503788 -2.608082543
## [216] -2.558792463 -2.787715949 -2.467306022 -2.668261189 -2.667065565
## [221] -2.379618534 -2.389588148 -2.606870500 -2.608558438 -2.329393083
## [226] -2.966873459 -2.468737813 -2.956920264 -2.966873459 -2.557104525
## [231] -2.677799533 -2.887247899 -2.439354123 -2.260196613 -2.887247899
## [236] -2.289580303 -1.951631148 -2.499073293 -2.538886073 -2.389588148
## [241] -2.509026488 -2.976826654 -2.588652048 -2.250226998 -2.518979683
## [246] -2.408282495 -2.140741853 -2.956920264 -2.687708103 -2.399065448
## [251] -2.937013874 -2.538886073 -2.120835463 -2.339346278 -2.857388314
## [256] -2.170601438 -2.439354123 -2.965661415 -2.130788658 -2.129100719
## [261] -2.061116293 -2.917107484 -2.475972050 -2.616823695 -2.071069488
## [266] -2.897201094 -2.090499983 -2.110882268 -2.867341509 -2.130788658
## [271] -2.021303513 -2.917107484 -2.976826654 -2.051163098 -2.060640398
## [276] -2.120359568 -2.061116293 -1.971537538 -2.100929073 -2.011350318
## [281] -2.150695048 -2.060640398 -2.160648243 -1.921771563 -2.439354123
## [286] -2.877294704 -1.951631148 -2.409494538 -2.817575534 -2.907154289
## [291] -2.797669144 -2.907154289 -2.887247899 -2.169169647 -2.419431314
## [296] -2.359712144 -2.099497282 0.208914425 0.467713915 -1.109158141
## [301] -0.408601582 -1.429140555 -0.716922423 -1.140514319 1.370311948
## [306] -0.659641228 -1.179115056 -0.910876756 -0.659832575 1.321829379
## [311] -0.812042464 1.487172139 1.699795511 0.909101216 2.226106666
## [316] 2.662945641 1.416698807 2.266602189 1.786061429 2.438414682
## [321] 2.400033694 0.880782792 1.546157176 3.068193987 1.602774418
## [326] 1.668085100 1.686419174 1.319163448 2.915669697 0.778845190
## [331] 1.474637146 1.726935791 1.603316442 1.576730700 1.466849417
## [336] 1.553016293 1.526527805 2.770998994 1.858954370 0.734202489
## [341] 1.816126357 2.207204846 2.091019656 1.566645463 1.386735385
## [346] -1.653356955 1.531102621 1.445995079 1.923162807 2.220427611
## [351] 1.547086140 -1.318926727 1.327275668 1.346922605 1.832712481
## [356] -0.947688639 1.636406129 0.984507897 1.566665656 2.340094776
## [361] 2.001958265 -1.488945463 -1.853966713 2.301358248 1.356399905
## [366] 1.636144992 1.595293004 2.003216622 1.685479697 1.736677464
## [371] 2.064524961 1.708786264 2.189355982 2.080302107 1.566848791
## [376] 1.950462882 1.950806735 2.139342937 1.764973215 2.399813946
## [381] 1.803859148 1.806372038 -1.926280382 1.684680413 2.041473429
## [386] 2.317696119 0.204208174 1.932244431 2.046310412 -0.666400768
## [391] -1.583733855 1.863147048 -1.651049466 -1.561320177 2.420923302
## [396] 1.545527029 1.870590252 2.308662280 1.962104016 1.436173927
## [401] 2.081082881 1.795070983 2.388780750 2.107219027 -1.551517516
## [406] 1.177903220 2.482439849 -1.467815047 -1.759229493 1.990292082
## [411] 1.476552323 -1.029316524 1.856498724 1.804639921 1.995734286
## [416] 2.269946516 1.368041038 0.896094276 1.521959023 1.885367451
## [421] 2.120027470 1.824824427 1.900696907 2.149411160 1.875977569
## [426] 2.117726621 1.792858759 2.079623767 1.525620639 2.187294183
## [431] 2.151231141 1.893006633 2.156419524 -1.917539230 2.139933860
## [436] -1.247571726 2.271625377 -1.974027135 1.834499506 1.587916132
## [441] 2.059964447 2.191043921 1.547074444 1.461403442 1.165169121
## [446] 1.802344027 1.626567961 2.091511971 2.441305588 1.945312549
## [451] 1.707881460 1.837425359 2.070348912 1.565864690 2.288038176
## [456] 1.781380523 1.683989538 1.457385436 1.656675682 2.250763091
## [461] 1.607137467 2.058656886 1.312933113 2.059700957 2.061405316
## [466] 1.990160039 2.109598380 1.477086901 1.054180263 1.359205053
## [471] 1.786980033 2.069785599 2.179402787 1.486112399 1.043379000
## [476] 1.188030807 1.665441265 1.766405006 2.230380806 1.974128786
## [481] 0.980557038 -1.995952747 0.973326239 0.863381619 1.646716698
## [486] 1.942054393 2.398126007 -0.428794008 1.995226986 1.435143243
## [491] 2.140554981 2.141030876 2.489383624 -0.094933158 1.527511907
## [496] 1.912937638 0.602793128 1.335716368 1.874261001 2.350698989
## [501] 2.260584244 2.110322338 1.701500964 1.854684012 1.696644936
## [506] -1.086905234 1.425058005 1.466033512 1.817740995 1.089027919
## [511] 1.347827409 1.628204808 1.108703658 1.234995492 1.933144628
## [516] 2.291284697 1.661573157 2.140065902 1.119343206 2.007886225
## [521] 2.133791000 1.451243386 1.878035147 0.681603864 0.725232512
## [526] 1.578014030 1.812674048 2.269412812 1.961812321 2.263963251
## [531] 2.331820442 2.020151667 1.675050607 1.842993588 1.459758609
## [536] 1.539252127 1.518587620 2.182778479 1.488320247 2.380082679
## [541] 2.080835810 2.150755246 1.965843296 1.965826876 1.782338568
## [546] 2.269457437 1.426402091 1.797452203 2.310235191 1.614772427
## [551] 1.842418606 1.641014286 1.658115485 2.001210250 1.399254200
## [556] 1.351944984 2.011792130 2.150508176 2.060193272 1.777553825
## [561] 1.742886656 2.140065902 -1.586870568 2.139590007 0.042243369
## [566] 1.996391930 1.556844504 2.070101842 1.840730667 2.116110918
## [571] 1.616897343 1.285076125 -1.449230196 2.100742201 1.373512409
## [576] 0.954243703 -0.177808215 1.511932267 2.169925487 1.717711186
## [581] 1.835959446 1.822036321 1.535573834 1.980206844 1.875772226
## [586] 1.560122869 1.873100243 1.634223563 -2.031928599 1.477694839
## [591] 1.732671662 1.676333936 2.125830565 1.811479019 2.172322252
## [596] 1.800635895 2.279410632 2.241978198 1.957085725 1.463736061
## [601] 1.824730512 1.378594159 1.394246612 1.356416324 2.029857792
## [606] 2.021363710 2.005180181 1.778383008 -1.011273196 2.389516898
## [611] 2.315417165 2.231796178 2.296911370 1.288291373 1.798409587
## [616] 1.626832098 1.436041884 -1.603546412 2.030104862 2.200521221
## [621] 2.308794322 2.069654152 -1.200383901 1.466033512 2.307899942
## [626] 1.537393816 0.871356442 1.619235657 1.496930086 -2.122719398
## [631] 1.584789109 1.442341068 1.059168334 1.529314950 2.318500447
## [636] 2.000704752 2.031776381 1.256884374 2.419491511 2.059964447
## [641] 1.885741841 1.875788646 1.398032666 1.739704681 2.442067664
## [646] 1.776270496 -1.601858473 2.263941288 1.975450561 2.014692380
## [651] 1.388605162 -2.146479135 0.930697229 1.697464399 1.959501101
## [656] 1.905631811 2.047605600 1.666755131 1.625284632 1.923723027
## [661] 2.073020953 2.139590007 2.034283669 1.756333886 2.079854417
## [666] 2.165596245 1.392850842 0.924312832 1.999998207 1.842665676
## [671] 1.698060308 2.071129686 1.791211762 1.706209941 1.880806937
## [676] 1.981550930 1.746138344 1.985257371 1.876248121 1.641588103
## [681] 2.081427328 1.388079471 -0.274132144 1.503650664 1.360452587
## [686] 1.426268418 1.696036998 1.416135494 2.623358010 1.646474351
## [691] 2.790429489 1.681726617 1.752319413 2.565450880 1.801032915
## [696] 2.134571716 1.495744635 2.111401941 1.625152590 1.783521488
## [701] 1.788456392 1.512013433 1.714731345 0.222682773 1.258079998
## [706] 1.882478456 1.890496642 2.025086571 2.109730422 2.339129802
## [711] -0.092558702 2.155553158 2.059964447 1.314621052 1.556754330
## [716] 1.837221903 2.120648591 1.478542893 1.981550930 1.557300206
## [721] 1.762432178 1.746006302 1.892316623 1.655575487 2.629203987
## [726] 2.091495551 2.368989387 1.656832156 1.948872456 2.050487147
## [731] 2.290575871 2.060929420 2.278934737 2.069917642 1.986476214
## [736] 1.605378242 1.961628121 -1.244739077 -1.260103071 -0.042792727
## [741] -1.814153933 1.711077333 2.177566666 2.091511971 1.950215812
## [746] 1.384034778 1.960185427 -1.359635021 2.107800665 1.960432497
## [751] 1.950479302 1.467113513 1.517214859 1.208446066 2.309110565
## [756] 1.880806937 0.223380431 -1.343581978 1.688924442 -0.547811231
## [761] 0.808597353 -2.128378165 1.565565462 1.127608462 2.371386152
## [766] 1.699827587 2.124654710 -1.088765142 1.932244431 -1.168866597
## [771] -0.999645862 1.960863767 -1.080945561 1.341576881 -1.613499607
## [776] -1.174110816 1.921050987 1.771305372 1.832712481 -1.640146321
## [781] 1.930757112 -1.273659185 -0.758877915 -1.363237940 -1.762797532
## [786] -1.603546412 -1.275074557 -1.046233404 -1.009139582 -1.452816695
## [791] -0.868838955 -0.974571020 2.188391199 -0.879078593 -0.699186950
## [796] -0.631377647 1.237110026 1.107702072 -1.928806994 1.688737146
## [801] 1.108914115 -1.742891142 -1.009139582 -1.114391645 -1.752844337
## [806] -1.139007012 -1.792657117 -1.355641862 1.596315793 -1.732937947
## [811] 0.930650490 -1.782703922 -1.503998042 -1.782703922 -1.494044847
## [816] -1.235261777 -1.165671744 -1.314887337 -1.354700117 -0.924805045
## [821] -0.880207522 1.576730700 -1.252540752 1.826000707 -0.888745345
## [826] 1.651867032 1.950479302 -1.703078362 1.767975020 1.646848741
## [831] -0.707899896 -1.278351742 -0.540367100 -1.258445352 -1.111835459
## [836] 1.807311905 -1.380112824 -1.432654158 -1.699883509 -1.812563507
## [841] -1.454232067 -0.918808259 1.826022671 1.547316791 -1.268398547
## [846] -1.527058380 1.955414206 -0.900113912 1.602101057 -1.238538962
## [851] -1.293549156 1.505846292 1.517457206 1.627147694 -1.324381057
## [856] -1.313471965 -1.513951237 -1.404466092 -0.810535157 -1.467448647
## [861] -0.800581962 -1.028309823 0.729365634 -0.827338236 -1.057949660
## [866] 2.458806325 1.522491916 -0.908651735 1.776270496 -1.553304542
## [871] -1.109147427 -0.959833082 -1.318164522 2.429664454 1.519302336
## [876] 2.062591862 -1.145765354 1.666755131 1.675050607 2.108766441
## [881] -0.959849502 2.164431301 -1.304078025 1.587159791 1.231357603
## [886] 1.010276050 -1.333598103 1.154137695 -0.780675572 1.940957377
## [891] 2.210950311 1.771305372 -0.949879887 -0.710571937 -1.139007012
## [896] 1.895695036 1.905648231 -1.298258132 -1.560538779 -0.739174853
## [901] 1.796163086 -1.404466092 1.731492592 2.049603186 1.771305372
## [906] -0.954814791 -0.949879887 -1.548762146 -1.742891142 -1.533857627
## [911] -0.890160717 -1.268398547 -1.339728631 -1.683171972 -1.238538962
cvd_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -2.392819297 4.823214e-02 -0.0799646560 -0.9602851400 -0.6025143467
## [2,] -2.094573428 -3.159112e-02 0.0479716742 -2.0092386047 -0.1253247513
## [3,] 0.577749396 1.604600e-01 -0.1179725402 0.0743036765 -1.0374939928
## [4,] -3.090544132 -1.200249e-01 0.0378966782 -0.3506133590 -0.0341909110
## [5,] -2.098013275 3.224082e-01 -0.1374703535 -0.7995491125 -1.0662892560
## [6,] 0.153683880 -9.776925e-02 -0.0627462855 0.1883758308 -0.5467978872
## [7,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [8,] -2.410645396 3.550594e-01 -0.1931007085 -0.9675324666 -0.5974746241
## [9,] 0.370755610 1.155002e-01 0.1989561577 -0.9746228432 0.2483771159
## [10,] -0.000632336 -7.703474e-02 -0.0659967018 0.5597652531 -0.4714070214
## [11,] -2.667049749 -1.014527e-01 -0.0896835491 -0.2976206924 -0.5049346168
## [12,] 0.258167154 1.505323e-02 -0.1305370723 0.7962398419 -0.9718098748
## [13,] 0.317886324 7.079623e-03 -0.1294547097 0.6581560811 -0.9847134585
## [14,] -2.229092749 -3.328552e-02 -0.1509768317 -0.4753973861 -1.0440482212
## [15,] -2.566305755 7.186134e-02 -0.0810220036 -0.5376230348 -0.5243421630
## [16,] -2.816347674 -8.151865e-02 -0.0923894556 0.0475887098 -0.4726756576
## [17,] 0.562125743 3.543765e-02 -0.0511177099 -0.7459053233 -0.6303190177
## [18,] -2.169373579 -4.125913e-02 -0.1498944690 -0.6134811469 -1.0569518049
## [19,] -2.239045944 -3.195659e-02 -0.1511572254 -0.4523834259 -1.0418976239
## [20,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [21,] 0.623028752 1.567671e-01 -0.2398065498 -0.0431119015 -1.0857996181
## [22,] -2.477922624 -6.215503e-05 -0.1554866760 0.0999516175 -0.9902832892
## [23,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [24,] -2.786488089 -8.550546e-02 -0.0918482743 -0.0214531707 -0.4791274494
## [25,] -2.671094442 -9.892555e-02 -0.2127139340 -0.3117951026 -0.5015132972
## [26,] -2.537641794 7.911453e-03 -0.1565690386 0.2380353783 -0.9773797056
## [27,] -2.458016234 -2.720024e-03 -0.1551258884 0.0539236972 -0.9945844838
## [28,] -2.288811919 -2.531191e-02 -0.1520591943 -0.3373136252 -1.0311446375
## [29,] -2.387912599 -9.596644e-03 -0.2769575823 -0.1063791563 -1.0062084807
## [30,] -2.507782209 3.924649e-03 -0.1560278573 0.1689934979 -0.9838314974
## [31,] 0.472202540 -1.365488e-02 -0.1262042933 0.2867666588 -1.0601043243
## [32,] -2.476727000 5.990093e-02 -0.0793984597 -0.7447486761 -0.5436975385
## [33,] -2.527688599 6.582518e-03 -0.1563886448 0.2150214182 -0.9795303028
## [34,] -2.408250259 -9.364697e-03 -0.1542239196 -0.0611461035 -1.0053374702
## [35,] -2.557564604 -1.160710e-01 -0.0876992176 -0.5507742539 -0.5285911869
## [36,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [37,] -2.846207259 -7.753185e-02 -0.0929306370 0.1166305902 -0.4662238657
## [38,] -2.240036224 -2.857258e-01 -0.0264322878 -1.9569554225 0.2009103789
## [39,] -2.314647468 -2.154198e-02 -0.3403960445 -0.3001916206 -1.0802750183
## [40,] -2.547180138 -1.149740e-01 -0.2106132741 -0.5729933466 -0.5273116001
## [41,] -2.677002944 -1.001237e-01 -0.0898639428 -0.2746067322 -0.5027840195
## [42,] 0.491861860 -1.365674e-02 -0.1259805027 0.2895107541 -1.0623338957
## [43,] -2.873820343 -1.114033e-01 -0.0258032385 -0.3356240058 -0.2706380625
## [44,] -3.072884243 -8.482458e-02 -0.0294111140 0.1246551971 -0.2276261169
## [45,] -2.903679928 -1.074165e-01 -0.0263444199 -0.2665821253 -0.2641862707
## [46,] -2.794178363 4.605520e-03 -0.0935906969 0.3151018657 -0.7323301649
## [47,] -3.196175930 -8.714202e-02 0.0021682537 0.1516814607 -0.1061766452
## [48,] -2.927423245 3.617022e-03 -0.0621917230 0.3651420894 -0.6087300959
## [49,] -3.366038739 -8.470814e-02 0.0345358576 0.2674477555 0.0522549465
## [50,] -3.319467617 -8.945945e-02 0.0337476214 0.1787077243 0.0152728264
## [51,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [52,] -2.339725010 -4.107077e-03 -0.1868707528 -2.4855236487 2.0793507117
## [53,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [54,] -0.394250714 2.704645e-02 -0.0071059018 1.2725682586 -0.4516024316
## [55,] -2.749796544 -1.076807e-01 0.1723562984 -1.8053019663 0.6933767757
## [56,] 0.003877086 -2.611093e-02 0.0001098491 0.3520098529 -0.5376263228
## [57,] 0.028040312 -9.431593e-02 0.1299068386 -1.1911055722 0.6634385054
## [58,] -0.318611504 7.956252e-02 0.0706525838 0.2893622394 -0.0611311453
## [59,] -0.179899086 2.090945e-03 -0.1259388936 0.7882886583 -0.5354316422
## [60,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [61,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [62,] -0.583377839 -7.434406e-02 0.0586972251 0.8749959487 0.0337462409
## [63,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [64,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [65,] -0.530377030 -8.344772e-02 0.0617359218 0.7661691594 -0.0634992237
## [66,] -0.003001003 3.298289e-02 0.1308095435 -0.2919453869 0.2636923920
## [67,] -0.259656688 1.405175e-02 -0.1274477202 0.9967736396 -0.5171902956
## [68,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [69,] -2.531717000 -1.990694e-01 0.2258850516 -1.4624589008 0.1945278241
## [70,] -2.781547396 -3.215572e-02 -0.1488361737 -0.2284137034 -0.5419165667
## [71,] -2.781978667 -3.458165e-02 -0.0257417234 -0.2292085708 -0.5453467508
## [72,] -3.180122887 -1.080645e-01 0.0362731343 -0.1434877177 -0.0148355355
## [73,] -2.691924017 1.398245e-01 -0.0198144281 -0.4514417157 -0.5610838231
## [74,] -3.364215301 -8.361526e-02 0.0333901623 0.2675975048 -0.0171060937
## [75,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [76,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [77,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [78,] -3.100497327 -1.186960e-01 0.0377162844 -0.3275993989 -0.0320403137
## [79,] -3.110450522 -1.173671e-01 0.0375358907 -0.3045854387 -0.0298897164
## [80,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [81,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [82,] -3.269701642 -9.610412e-02 0.0346495903 0.0636379236 0.0045198400
## [83,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [84,] -3.160200077 1.591787e-02 -0.0325966868 0.6453219146 -0.4636240542
## [85,] 0.342285716 -7.129471e-02 0.0062432373 -0.4304647919 -0.6107466303
## [86,] -3.189644812 -1.043097e-01 -0.0870017098 -0.1196788901 -0.0092547541
## [87,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [88,] -3.010426257 1.823504e-01 -0.0255870288 0.2850050089 -0.4922647101
## [89,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [90,] -3.299129957 -8.969140e-02 -0.0889860413 0.1334746715 0.0144018160
## [91,] -2.731000648 1.453770e-01 -0.0179821469 -0.3541411126 -0.5540013106
## [92,] -3.249363982 -9.633607e-02 -0.0880840724 0.0184048708 0.0036488296
## [93,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [94,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [95,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [96,] -3.130356912 -1.147092e-01 0.0371751031 -0.2585575184 -0.0255885219
## [97,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [98,] -3.070621322 3.957457e-03 -0.0309731428 0.4381962733 -0.4829794297
## [99,] -3.080143247 7.712314e-03 -0.1542479869 0.4620051009 -0.4773986483
## [100,] -3.358849127 -8.171779e-02 -0.0900684039 0.2715584323 0.0273053996
## [101,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [102,] -2.831744642 -2.793697e-02 -0.0266436923 -0.1141387701 -0.5345937644
## [103,] -0.229797103 1.006495e-02 -0.1269065389 0.9277317592 -0.5236420874
## [104,] -0.080367135 -1.119840e-02 -0.1241349559 0.5581490569 -0.5569376150
## [105,] -2.790719818 1.533506e-01 -0.0190645095 -0.2160573517 -0.5410977269
## [106,] -3.259748447 -9.743306e-02 0.0348299841 0.0406239634 0.0023692428
## [107,] -2.960676701 4.906543e-02 0.0445455487 -0.6649023444 -0.0585303724
## [108,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [109,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [110,] -3.130340492 1.193107e-02 -0.0320555055 0.5762800341 -0.4700758460
## [111,] -3.030824962 -1.279986e-01 0.0389790409 -0.4886971199 -0.0470944947
## [112,] -3.375991934 -8.337921e-02 0.0343554638 0.2904617156 0.0544055437
## [113,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [114,] -3.289608032 -9.344625e-02 0.0342888028 0.1096658438 0.0088210346
## [115,] -2.961136177 -1.066082e-02 -0.0289888113 0.1850427117 -0.5066359998
## [116,] -3.329420812 -8.813052e-02 0.0335672277 0.2017216844 0.0174234237
## [117,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [118,] -2.816313680 2.965987e-02 0.0476155712 -1.0132778066 -0.1317706409
## [119,] -3.418999567 -7.617010e-02 0.0319436837 0.4088473257 0.0367787992
## [120,] -2.762072277 -3.723952e-02 -0.0253809359 -0.2752364911 -0.5496479453
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## [372,] 1.708786264 9.669226e-02 0.1945119975 -0.1022817073 0.7658760438
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## [378,] 2.139342937 6.125265e-02 -0.1869993714 0.6442330822 -0.5006845695
## [379,] 1.764973215 1.442582e-01 -0.0959701780 -0.6348065281 -0.9646048908
## [380,] 2.399813946 3.996702e-01 -0.1711477741 0.0208998739 -0.5508833690
## [381,] 1.803859148 6.834810e-02 -0.2484216333 0.8574341026 -0.2370716897
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## [387,] 0.204208174 -6.850087e-02 0.0380056784 -0.2595756223 0.5136035325
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## [390,] -0.666400768 1.985774e-01 -0.2753817880 -4.4984127489 2.5771729090
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## [405,] -1.551517516 -1.853263e-02 -0.0684966255 -0.5006673171 -0.6307326167
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## [408,] -1.467815047 8.762776e-02 0.1379695480 -2.2428425523 0.5561955789
## [409,] -1.759229493 8.910911e-02 0.1998621986 -2.0705541643 0.8508288180
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## [444,] 1.461403442 4.764594e-01 -0.0479884819 0.8218539628 0.2822634899
## [445,] 1.165169121 4.771426e-01 0.0143396052 0.9665775753 0.5348803650
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## [450,] 1.945312549 -4.066407e-02 -0.1216694337 0.2484420771 0.0267609547
## [451,] 1.707881460 8.093046e-02 0.2261526065 -1.9993243873 0.2885239504
## [452,] 1.837425359 2.873583e-01 -0.3110008212 1.2565979571 -0.4311986514
## [453,] 2.070348912 7.032510e-02 -0.3112195812 0.7573536551 -0.4842718277
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## [457,] 1.683989538 8.186939e-02 -0.1274919083 1.1328067568 -0.2146947064
## [458,] 1.457385436 7.749339e-02 0.1663466334 -1.9838195705 0.5338076450
## [459,] 1.656675682 5.175322e-02 -0.1835246365 0.7057203285 -0.0146421507
## [460,] 2.250763091 4.169482e-01 -0.1737166839 0.3173372605 -0.5206960329
## [461,] 1.607137467 -9.238355e-02 0.2174910610 -1.7593220448 0.3079314966
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## [468,] 1.477086901 7.324812e-02 -0.0636772741 1.1191767436 0.0206384162
## [469,] 1.054180263 3.494990e-01 0.0333019140 -0.0546303918 -0.4304320058
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## [472,] 2.069785599 6.922851e-02 -0.1881908073 0.7809320878 -0.4866654433
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## [477,] 1.665441265 1.575475e-01 -0.0977741157 -0.4046669267 -0.9430989180
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## [480,] 1.974128786 4.370919e-01 -0.2678736076 0.6753985159 -0.3635662824
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## [483,] 0.973326239 4.688686e-02 0.0942317647 -0.6954935222 0.0291616700
## [484,] 0.863381619 1.778885e-03 0.0187130732 0.4076050955 -0.3952873873
## [485,] 1.646716698 -7.960298e-04 -0.1270812469 0.9388608814 0.0912788731
## [486,] 1.942054393 2.755313e-01 -0.3067784130 1.0710711113 -0.4531805817
## [487,] 2.398126007 2.670035e-02 -0.1823091333 0.0458701185 -0.5566000988
## [488,] -0.428794008 3.008906e-01 -0.4319623641 -0.3069548393 -0.7701769164
## [489,] 1.995226986 7.800220e-02 -0.1899323971 0.9438365288 -0.4295159242
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## [492,] 2.141030876 4.342225e-01 -0.1758380122 0.6192628376 -0.4949678397
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## [494,] -0.094933158 6.237160e-03 0.1324160480 -1.6669034156 0.0751255176
## [495,] 1.527511907 -8.175207e-02 0.2160479108 -1.5752103637 0.3251362749
## [496,] 1.912937638 1.398265e-01 0.2125105455 -3.6590748257 2.7948149104
## [497,] 0.602793128 1.502401e-01 0.0193766814 1.0059869350 -0.4284949570
## [498,] 1.335716368 -1.930751e-01 0.2763795627 -1.3013360460 0.2118181377
## [499,] 1.874261001 1.549668e-01 -0.1166454382 0.3893351804 0.0317163180
## [500,] 2.350698989 9.087308e-02 -0.0548848703 -0.5112740432 0.2548408818
## [501,] 2.260584244 4.169486e-01 -0.1736019665 0.3186966005 -0.5218100618
## [502,] 2.110322338 1.167208e-01 0.0643020020 -4.1635836245 2.9218238021
## [503,] 1.701500964 -8.241187e-03 -0.1256347683 0.7976110605 0.0373939801
## [504,] 1.854684012 1.309684e-01 -0.0942809577 -0.8663054696 -0.9849968348
## [505,] 1.696644936 3.388347e-01 -0.0903096503 -0.5079448484 -0.9484888517
## [506,] -1.086905234 7.445802e-02 0.0767918157 -2.5929105013 0.3263201802
## [507,] 1.425058005 -8.889250e-03 -0.0630172142 0.9207054681 0.2867447154
## [508,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## [509,] 1.817740995 3.482526e-01 -0.1127875172 0.4982800142 0.0593988808
## [510,] 1.089027919 -2.893036e-03 -0.0014163463 1.1575103364 0.5479624658
## [511,] 1.347827409 8.919494e-02 -0.0659567168 1.3939849253 0.0475596124
## [512,] 1.628204808 4.249547e-01 -0.0497443321 0.7246237967 -0.0069403816
## [513,] 1.108703658 1.237454e-01 -0.0704231642 1.9950919843 0.1012455703
## [514,] 1.234995492 3.509433e-01 0.0119064097 0.8135107098 0.5645521431
## [515,] 1.933144628 1.394021e-01 -0.1271264102 -0.7750958724 -1.0547120108
## [516,] 2.291284697 9.665759e-02 0.0696810737 -0.3687403873 0.2627944047
## [517,] 1.661573157 -1.598766e-03 -0.1264276638 0.9140656165 0.0470314240
## [518,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [519,] 1.119343206 2.892727e-01 -0.0315418805 -0.0079727127 -0.3792668853
## [520,] 2.007886225 1.704758e-01 -0.1501808368 -1.8840741779 -0.2998989827
## [521,] 2.133791000 7.716948e-02 0.1320464936 -0.5758302795 0.4857862261
## [522,] 1.451243386 1.731985e-01 -0.0560972585 0.8436075667 0.3244866883
## [523,] 1.878035147 5.609118e-02 -0.1244285426 0.6987075741 -0.2145747455
## [524,] 0.681603864 2.772125e-01 -0.0273094288 -0.0033538138 0.0991203605
## [525,] 0.725232512 8.034705e-02 0.0922757767 -0.1148997561 0.0814067254
## [526,] 1.578014030 -8.815992e-02 0.2195037360 -1.6850354018 0.3128634118
## [527,] 1.812674048 3.501104e-01 -0.1124890776 0.5194872543 0.0194541399
## [528,] 2.269412812 4.374640e-02 -0.3076117057 0.2970744523 -0.5272837733
## [529,] 1.961812321 1.475625e-01 -0.2372526932 0.2145789387 -0.0119578837
## [530,] 2.263963251 4.212097e-02 -0.1850617652 0.3224596050 -0.4875820508
## [531,] 2.331820442 2.750524e-01 0.0748433971 -0.5246757470 0.2557386957
## [532,] 2.020151667 7.454385e-02 -0.1890270998 0.8716285883 -0.4769490253
## [533,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [534,] 1.842993588 6.326245e-02 -0.1247426048 0.8133554101 -0.2470326398
## [535,] 1.459758609 -1.713633e-01 0.2089850505 -1.1098373631 0.0801822714
## [536,] 1.539252127 -1.806655e-01 0.2103625243 -1.2695757440 0.0640140616
## [537,] 1.518587620 4.409023e-01 -0.0517943399 1.0021506584 0.0177527569
## [538,] 2.182778479 -6.687028e-03 0.2253198807 -3.2704723174 3.8539644332
## [539,] 1.488320247 -7.487283e-02 0.2178088715 -1.4535110451 0.3332538421
## [540,] 2.380082679 -9.948025e-02 -0.0586474403 -0.5652084201 0.2447707867
## [541,] 2.080835810 2.558296e-01 -0.1812241263 0.7724541020 -0.4856825593
## [542,] 2.150755246 2.438711e-01 -0.1798243730 0.5625843655 -0.5028083634
## [543,] 1.965843296 2.683555e-01 -0.1861698270 0.9977709057 -0.4194458291
## [544,] 1.965826876 1.417153e-01 -0.1169392184 0.1629333531 0.0250414950
## [545,] 1.782338568 1.677307e-01 -0.1173340104 0.6036366383 0.0222876285
## [546,] 2.269457437 2.276870e-01 -0.1802135040 0.2811720812 -0.5270956541
## [547,] 1.426402091 1.763848e-01 -0.0560939301 0.8864694269 0.2878065735
## [548,] 1.797452203 -9.811626e-02 0.0661178071 -0.2743764398 0.7488889942
## [549,] 2.310235191 4.116306e-01 -0.1727713181 0.2280255152 -0.5315279935
## [550,] 1.614772427 -2.748469e-01 -0.1012836723 -1.8026400517 0.3092373837
## [551,] 1.842418606 3.474503e-01 -0.1120192168 0.4748440893 0.0140374028
## [552,] 1.641014286 -2.363403e-02 -0.2254690396 -0.3577059131 -0.9389947071
## [553,] 1.658115485 8.757513e-02 0.2252506376 -1.8842545865 0.2992769368
## [554,] 2.001210250 2.664611e-01 -0.1826672765 0.9565657832 -0.4684777811
## [555,] 1.399254200 1.849385e-01 -0.3399133528 -0.6862587053 -0.5262731172
## [556,] 1.351944984 8.958454e-02 0.2873926868 -1.7164915987 0.5540428955
## [557,] 2.011792130 2.509503e-01 -0.2333394811 -0.8560346357 0.7143585070
## [558,] 2.150508176 2.465271e-01 -0.1799613699 0.6113563810 -0.5007367402
## [559,] 2.060193272 2.582507e-01 -0.1841387701 0.8132372598 -0.4798614881
## [560,] 1.777553825 7.162792e-02 0.2274153629 -2.1604221082 0.2734697695
## [561,] 1.742886656 3.607396e-01 -0.1138231545 0.7049836907 0.0355433756
## [562,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [563,] -1.586870568 3.968107e-01 -0.1251809114 0.0615347350 -0.8486794157
## [564,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [565,] 0.042243369 -6.742635e-03 -0.1817207723 -2.0465311683 0.0115076173
## [566,] 1.996391930 5.893707e-02 -0.1556437943 0.6685152505 -0.3770055265
## [567,] 1.556844504 6.128731e-02 -0.0621684476 0.9106917623 0.0023970696
## [568,] 2.070101842 7.298111e-02 -0.3113565781 0.8061256707 -0.4822002045
## [569,] 1.840730667 -2.551959e-02 -0.1231805759 0.4998143339 0.0083206730
## [570,] 2.116110918 1.517551e-01 0.1643838189 -2.1324325007 -0.2451744306
## [571,] 1.616897343 2.132631e-01 -0.0866607355 -1.8718176697 0.3101640309
## [572,] 1.285076125 -1.079476e-01 -0.0380443275 -0.3418167589 -0.4649043405
## [573,] -1.449230196 -1.214045e-01 -0.0645861492 -1.0705280149 -0.4400171834
## [574,] 2.100742201 2.531717e-01 -0.1808633387 0.7264261817 -0.4899837538
## [575,] 1.373512409 7.915837e-02 0.0566213058 -2.8606973763 2.7283923778
## [576,] 0.954243703 -2.667569e-01 0.3366184801 -1.2678861246 0.8245206366
## [577,] -0.177808215 1.666893e-01 -0.1520778662 -0.5841599726 -0.8364129479
## [578,] 1.511932267 2.955259e-01 -0.2867487777 -0.0712717664 -0.9952818860
## [579,] 2.169925487 2.409764e-01 -0.1820174418 0.5113116826 -0.5055896813
## [580,] 1.717711186 2.907428e-01 -0.1151335781 0.7111229635 0.0315240229
## [581,] 1.835959446 -2.737512e-02 -0.1235880888 0.4772223385 0.0493809564
## [582,] 1.822036321 1.637416e-01 -0.1166837558 0.5359795132 0.0147202941
## [583,] 1.535573834 -1.154287e-02 -0.1044229862 -0.0903779413 -0.9187594567
## [584,] 1.980206844 8.118892e-02 -0.1898143512 0.9880577291 -0.4673100678
## [585,] 1.875772226 -3.269086e-02 -0.1228665137 0.3851664979 0.0407785673
## [586,] 1.560122869 3.637398e-01 -0.0831891526 0.8213216996 0.1678248078
## [587,] 1.873100243 5.661964e-02 -0.1240644266 0.6955415141 -0.2555560548
## [588,] 1.634223563 8.851407e-02 -0.1283938772 1.2478765575 -0.2039417201
## [589,] -2.031928599 8.695467e-02 0.0326767827 -0.4898387820 0.0147241077
## [590,] 1.477694839 2.582853e-01 -0.0593078464 1.0796959398 0.0232201511
## [591,] 1.732671662 4.111369e-01 -0.0483045103 0.4976502553 0.0125349550
## [592,] 1.676333936 -2.880526e-01 0.2144500660 -1.9053122622 0.2892590124
## [593,] 2.125830565 2.473294e-01 -0.1807296703 0.6347923059 -0.4553752623
## [594,] 1.811479019 1.635044e-01 -0.1193523295 0.5293754106 0.0173541997
## [595,] 2.172322252 2.989713e-01 0.0718200998 -0.1076803692 0.2922198753
## [596,] 1.800635895 1.386504e-01 -0.0931735800 -0.7198108862 -0.9326318185
## [597,] 2.279410632 2.263581e-01 -0.1800331103 0.2581581211 -0.5292462514
## [598,] 2.241978198 1.630285e-01 0.1423134648 -1.1036156428 0.7216530185
## [599,] 1.957085725 3.296476e-01 -0.1102620044 0.1760845722 0.0292905189
## [600,] 1.463736061 3.524649e-01 -0.0607802905 -0.2033917230 -0.8023462415
## [601,] 1.824730512 2.549496e-01 -0.2413402349 0.8503154568 -0.2372028345
## [602,] 1.378594159 2.740006e-01 -0.1842062344 1.3106304088 0.0481563079
## [603,] 1.394246612 3.296804e-01 0.0147927100 0.4452873476 0.5301425866
## [604,] 1.356416324 1.237795e-02 -0.1076700741 0.3238733413 -0.8800487056
## [605,] 2.029857792 7.587093e-02 -0.1889837029 0.8973866438 -0.4770279995
## [606,] 2.021363710 2.611472e-01 -0.1821694921 0.8617658473 -0.4748505988
## [607,] 2.005180181 7.667327e-02 -0.1897520033 0.9208225687 -0.4316665215
## [608,] 1.778383008 7.330441e-02 0.0379294890 -2.1660122145 0.1916584632
## [609,] -1.011273196 -5.323735e-02 -0.1258794318 -1.2483047086 -0.9791307878
## [610,] 2.389516898 2.133033e-01 -0.1755662430 0.0346480374 -0.5533876434
## [611,] 2.315417165 4.084462e-01 -0.1729984372 0.1824195596 -0.4926183073
## [612,] 2.231796178 -2.466509e-02 0.1379663165 -1.1142661946 0.7181136894
## [613,] 2.296911370 2.278357e-01 -0.3712949244 0.2002970831 -0.5288662740
## [614,] 1.288291373 -2.375535e-01 0.2074803852 -1.0321411168 0.3720957379
## [615,] 1.798409587 6.672266e-02 -0.1258716928 0.8828192553 -0.1973699672
## [616,] 1.626832098 3.381713e-01 -0.1715768041 0.4000743703 0.2928155601
## [617,] 1.436041884 1.746472e-03 -0.1062269239 0.1397616601 -0.8972534839
## [618,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [619,] 2.030104862 7.321491e-02 -0.1888467060 0.8486146282 -0.4790996226
## [620,] 2.200521221 2.372264e-01 -0.1789224041 0.4475145647 -0.5135613498
## [621,] 2.308794322 3.600474e-02 -0.1837956804 0.2042237442 -0.5393163465
## [622,] 2.069654152 -5.608509e-02 -0.1190315192 -0.0295067494 -0.0411430645
## [623,] -1.200383901 -2.798759e-02 -0.1293069134 -0.8110394659 -0.9382694395
## [624,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## [625,] 2.307899942 2.304988e-01 -0.4917208010 0.2076960532 -0.5280699955
## [626,] 1.537393816 3.600977e-01 -0.0931959507 -0.1397214861 -0.9140792952
## [627,] 0.871356442 1.188262e-01 -0.1320152307 0.2909094034 -0.2306873533
## [628,] 1.619235657 -3.599679e-02 -0.0598881721 0.4622329853 0.2858281079
## [629,] 1.496930086 -8.340382e-03 0.2503083263 -1.4608972028 0.1693206132
## [630,] -2.122719398 -8.768828e-02 0.0241956311 -0.2728503997 0.0319810567
## [631,] 1.584789109 1.731662e-01 0.2653371225 -0.6498792215 1.2829207451
## [632,] 1.442341068 7.670608e-02 -0.0646972888 1.1900253440 0.0691855462
## [633,] 1.059168334 1.093768e-03 -0.0019575276 1.2265522168 0.5544142577
## [634,] 1.529314950 4.705333e-02 -0.0289322921 -0.9110660259 -0.5549957101
## [635,] 2.318500447 3.733182e-02 -0.1837522835 0.2299817996 -0.5393953206
## [636,] 2.000704752 1.369280e-01 -0.1158535273 0.0677114525 -0.0245422034
## [637,] 2.031776381 3.195445e-01 -0.1084547383 -0.0111931690 -0.0288955687
## [638,] 1.256884374 2.566730e-02 -0.1094740118 0.5540129427 -0.8585427328
## [639,] 2.419491511 2.079898e-01 -0.1749537412 -0.0587925584 -0.5608744900
## [640,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [641,] 1.885741841 9.262048e-02 -0.1919167286 1.1969900904 -0.4058593541
## [642,] 1.875788646 9.394942e-02 -0.1920971223 1.2200040505 -0.4037087569
## [643,] 1.398032666 2.520625e-01 -0.0264908549 -0.6523635966 -0.4394836092
## [644,] 1.739704681 -3.997935e-02 -0.1011135503 -0.5718643843 -0.9218266614
## [645,] 2.442067664 1.052504e-01 -0.2274224664 -1.3394534367 2.1486194476
## [646,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [647,] -1.601858473 2.722999e-01 -0.0566752064 -0.7241088372 -0.3589095877
## [648,] 2.263941288 1.576883e-01 -0.1813001369 0.2900554493 -0.5333445782
## [649,] 1.975450561 5.334327e-02 0.1427072099 -3.2696379747 2.5954079362
## [650,] 2.014692380 -1.892924e-01 11.7499399386 2.1347361422 -0.3400687393
## [651,] 1.388605162 2.731386e-01 -0.0585145309 1.3408383592 0.0431272731
## [652,] -2.146479135 -1.032951e-01 0.0575789365 -0.4759637375 0.1319245556
## [653,] 0.930697229 3.679734e-01 -0.0918931962 0.2073627196 -0.4012035188
## [654,] 1.697464399 1.577646e-01 -0.0563268961 -1.0837595259 -0.6908653575
## [655,] 1.959501101 4.679334e-03 0.1208958178 -1.5052051393 -0.3085056050
## [656,] 1.905631811 -3.667766e-02 -0.1223253324 0.3161246175 0.0343267754
## [657,] 2.047605600 7.469252e-02 -0.3801085202 0.7907535903 -0.4787196453
## [658,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [659,] 1.625284632 -2.483262e-02 -0.1027337658 -0.3218768828 -0.9391514006
## [660,] 1.923723027 2.028984e-01 0.1366778610 -0.4159409338 0.7884005083
## [661,] 2.073020953 1.829644e-01 0.1393837676 -0.7611503359 0.7561415491
## [662,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [663,] 2.034283669 4.387189e-01 -0.2966798277 -0.0522643823 -0.0289956149
## [664,] 1.756333886 -1.674364e-02 -0.1250312390 0.6613340197 0.0665857346
## [665,] 2.079854417 -6.007003e-02 -0.1187141285 -0.1012927251 -0.0453652849
## [666,] 2.165596245 3.634518e-02 -0.1525771002 0.2772779281 -0.4135656802
## [667,] 1.392850842 -1.091023e-01 0.0530591883 -2.8346717120 2.6087878366
## [668,] 0.924312832 1.804086e-01 0.0266530435 0.2596585936 -0.4060925444
## [669,] 1.999998207 7.985773e-02 -0.1895248842 0.9664285242 -0.4705762076
## [670,] 1.842665676 3.447943e-01 -0.1118822199 0.4260720737 0.0119657797
## [671,] 1.698060308 8.093006e-02 0.2260378890 -2.0006837273 0.2896379793
## [672,] 2.071129686 2.545025e-01 -0.1812675232 0.7466960466 -0.4856035852
## [673,] 1.791211762 -2.153093e-02 -0.1239455479 0.5661121190 0.0170020362
## [674,] 1.706209941 -1.653992e-01 0.1457606387 -1.1395165901 -0.1616801035
## [675,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [676,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [677,] 1.746138344 -2.986845e-01 0.2157784988 -2.0907832834 0.2731682631
## [678,] 1.985257371 -4.730914e-02 -0.1208821822 0.1320129364 0.0171219972
## [679,] 1.876248121 1.536757e-01 -0.1185627623 0.3700589944 0.0443968705
## [680,] 1.641588103 -2.845947e-01 0.2134300513 -1.8344636618 0.3378061424
## [681,] 2.081427328 3.142265e-01 -0.1076240899 -0.1018642543 -0.0386135003
## [682,] 1.388079471 2.533914e-01 -0.0266712487 -0.6293496365 -0.4373330119
## [683,] -0.274132144 -3.916316e-02 -0.1827806739 -2.9166071340 2.5703321628
## [684,] 1.503650664 -1.784924e-03 -0.0957969903 0.9875417651 0.2159929710
## [685,] 1.360452587 -1.444489e-03 -0.0645784102 1.0605959490 0.3417436372
## [686,] 1.426268418 1.330681e-01 0.0674592043 0.5405864837 0.7729300811
## [687,] 1.696036998 1.537975e-01 -0.0946790781 -0.4684640446 -0.9510705865
## [688,] 1.416135494 4.404341e-03 -0.1065877114 0.1857895804 -0.8929522893
## [689,] 2.623358010 5.680973e-02 -0.2387672042 -1.2016212755 0.1967415340
## [690,] 1.646474351 -2.840658e-01 0.2139088847 -1.8362703818 0.2957108043
## [691,] 2.790429489 5.873765e-02 -0.2211086843 -2.1449420417 2.0733485429
## [692,] 1.681726617 -6.912648e-03 -0.1259298794 0.8192656806 0.0406586063
## [693,] 1.752319413 3.333882e-01 -0.2122576726 -0.6602030195 -0.9579711158
## [694,] 2.565450880 7.100430e-02 -0.3094798177 -2.5173399132 8.0868998902
## [695,] 1.801032915 -2.153053e-02 -0.1238308305 0.5674714591 0.0158880074
## [696,] 2.134571716 5.939712e-02 -0.1874068843 0.6216410868 -0.4596242861
## [697,] 1.495744635 -1.328674e-01 -0.0359139527 -0.8331596533 -0.4656697434
## [698,] 2.111401941 3.089130e-01 -0.1070115881 -0.1953048501 -0.0461003469
## [699,] 1.625152590 -2.350329e-02 -0.1027994422 -0.2975035826 -0.9381148322
## [700,] 1.783521488 6.858005e-02 -0.1256879706 0.9026671554 -0.2362006792
## [701,] 1.788456392 6.805160e-02 -0.1260520865 0.9058332154 -0.1952193699
## [702,] 1.512013433 6.740353e-02 -0.0634345324 1.0289276230 0.0541313653
## [703,] 1.714731345 -3.546370e-02 -0.1011758983 -0.5046292239 -0.9574702077
## [704,] 0.222682773 6.010565e-02 -0.2087504648 0.3522977838 -0.2843371689
## [705,] 1.258079998 8.563038e-02 -0.0333857955 -0.2906873509 -0.4119569821
## [706,] 1.882478456 3.394785e-01 -0.1111606449 0.3340162332 0.0033633905
## [707,] 1.890496642 -3.216426e-02 -0.1222786071 0.3847445332 -0.0024323134
## [708,] 2.025086571 7.401540e-02 -0.1893912158 0.8747946484 -0.4359677160
## [709,] 2.109730422 6.258344e-02 -0.1874035558 0.6645029471 -0.4963044009
## [710,] 2.339129802 2.183845e-01 -0.1789507476 0.1200743602 -0.5421498350
## [711,] -0.092558702 -4.990229e-02 -0.1210139807 -1.0253193684 -0.7637443224
## [712,] 2.155553158 3.602367e-01 -0.1764981812 0.5577449852 -0.5065545268
## [713,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [714,] 1.314621052 3.403118e-01 0.0133495598 0.6293990287 0.5473473648
## [715,] 1.556754330 -7.325747e-02 0.1163537553 -3.9382903422 3.3321487872
## [716,] 1.837221903 3.970470e-01 -0.0459560628 0.2413306337 -0.0521029244
## [717,] 2.120648591 2.505139e-01 -0.1805025512 0.6803982615 -0.4942849484
## [718,] 1.478542893 4.856373e-01 -0.2139111859 -0.0450502311 -0.9025356101
## [719,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [720,] 1.557300206 3.574398e-01 -0.0928351631 -0.1857494064 -0.9183804898
## [721,] 1.762432178 1.703886e-01 -0.1176947979 0.6496645586 0.0265888231
## [722,] 1.746006302 -2.973552e-01 0.2157128224 -2.0664099832 0.2742048315
## [723,] 1.892316623 3.394763e-01 -0.1110515716 0.3354009884 0.0022478480
## [724,] 1.655575487 -2.639350e-02 -0.2252870348 -0.3901238957 -0.9421730083
## [725,] 2.629203987 8.656200e-02 -0.5387120367 -1.7877569296 2.1158694553
## [726,] 2.091495551 3.115709e-01 -0.1073723756 -0.1492769298 -0.0417991523
## [727,] 2.368989387 2.143977e-01 -0.1784095663 0.0510324798 -0.5486016269
## [728,] 1.656832156 3.441505e-01 -0.0910312254 -0.4158890078 -0.9398864626
## [729,] 1.948872456 2.772351e-02 -0.0888771834 0.2622885748 -0.1771185287
## [730,] 2.050487147 2.569236e-01 -0.1841821670 0.7874792043 -0.4797825139
## [731,] 2.290575871 4.116325e-01 -0.1729951088 0.2252814199 -0.5292984221
## [732,] 2.060929420 2.584875e-01 -0.1815849138 0.8184820223 -0.4813813647
## [733,] 2.278934737 3.999155e-02 -0.1843368617 0.2732656246 -0.5328645546
## [734,] 2.069917642 6.789918e-02 -0.1881251309 0.7565587876 -0.4877020117
## [735,] 1.986476214 2.700803e-01 -0.3084319114 0.9601605705 -0.4613859875
## [736,] 1.605378242 -2.217475e-02 -0.1030945534 -0.2758489625 -0.9348502060
## [737,] 1.961628121 1.424805e-01 -0.1140212461 0.1650120556 -0.0174596910
## [738,] -1.244739077 1.644952e-01 -0.1262692469 -0.7079111088 -0.8829168405
## [739,] -1.260103071 -2.001398e-02 -0.1303892761 -0.6729557051 -0.9253658558
## [740,] -0.042792727 -5.654696e-02 -0.1201120118 -1.1403891691 -0.7744973088
## [741,] -1.814153933 -2.244976e-03 -0.0394427706 -0.1514456116 -0.4791747831
## [742,] 1.711077333 4.082484e-02 -0.0598266570 0.5686484202 0.0111194197
## [743,] 2.177566666 2.396930e-01 0.0372385771 -4.0904904893 2.7219953533
## [744,] 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
## [745,] 1.950215812 -4.013787e-02 -0.1211962444 0.2466607723 -0.0153358971
## [746,] 1.384034778 2.559186e-01 -0.1497016336 -0.6435240468 -0.4339116923
## [747,] 1.960185427 8.517347e-02 -0.1902464593 1.0584843648 -0.4619738185
## [748,] -1.359635021 -6.724636e-03 -0.1321932138 -0.4428161036 -0.9038598830
## [749,] 2.107800665 2.530854e-01 -0.3747224061 0.6375623258 -0.4880049257
## [750,] 1.960432497 8.251746e-02 -0.1901094624 1.0097123492 -0.4640454417
## [751,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [752,] 1.467113513 1.843630e-01 -0.0988281349 0.0608570387 -0.9016068491
## [753,] 1.517214859 -2.681190e-01 0.2116294420 -1.5614622001 0.3226320005
## [754,] 1.208446066 9.094572e-02 -0.0342220880 -0.1999908504 -0.4022405641
## [755,] 2.309110565 3.975735e-02 -0.3069614511 0.2294173271 -0.5348511076
## [756,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [757,] 0.223380431 1.793063e-01 -0.0728641681 -1.1772444574 0.9641875638
## [758,] -1.343581978 -2.764715e-02 -0.0980883333 -0.7379852820 -0.8125187732
## [759,] 1.688924442 8.134094e-02 -0.1278560243 1.1359728168 -0.1737133972
## [760,] -0.547811231 1.780182e-01 0.2637588454 -1.6659617054 0.5559393185
## [761,] 0.808597353 9.224043e-03 0.0172665945 0.5488549164 -0.3414024943
## [762,] -2.128378165 7.955955e-03 0.0632935704 -0.5219727819 0.0385002620
## [763,] 1.565565462 -1.685901e-02 -0.1038161285 -0.1837931219 -0.9262478169
## [764,] 1.127608462 -8.502616e-02 -0.0425228459 -0.0060164282 -0.3871342125
## [765,] 2.371386152 2.723926e-01 0.0754279753 -0.5679595720 0.2492079297
## [766,] 1.699827587 1.043384e-01 -0.1202152456 0.7732566362 -0.0527656873
## [767,] 2.124654710 -1.085031e-02 0.1350470132 -0.8682884497 0.7705543245
## [768,] -1.088765142 1.691258e-01 -0.1476614227 0.2030918532 0.0753871936
## [769,] 1.932244431 3.328339e-01 -0.1102586760 0.2189464325 -0.0073895959
## [770,] -1.168866597 -6.609269e-03 -0.1534083243 0.4023110379 0.0889736685
## [771,] -0.999645862 9.743912e-02 -0.2195722388 0.8459112680 -0.3920738093
## [772,] 1.960863767 8.494338e-02 -0.3132039127 1.0105072167 -0.4606152576
## [773,] -1.080945561 -4.393481e-02 -0.1271421882 -1.0872069876 -0.9640766068
## [774,] 1.341576881 1.317804e-02 -0.1083293012 0.3486940214 -0.8358027702
## [775,] -1.613499607 -9.934106e-02 -0.0680169593 -0.6761246325 -0.3624757203
## [776,] -1.174110816 -1.624383e-01 0.1178066889 -1.5118026525 -0.1079498179
## [777,] 1.921050987 9.025912e-02 -0.3139254878 1.1025630572 -0.4520128685
## [778,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [779,] 1.832712481 3.461232e-01 -0.1120626137 0.4490860339 0.0141163769
## [780,] -1.640146321 1.775414e-02 -0.0626597845 -0.6332438964 -0.4882789341
## [781,] 1.930757112 9.158619e-02 -0.3138820909 1.1283211127 -0.4520918426
## [782,] -1.273659185 -2.757892e-01 0.1852333597 -2.1165006037 0.3580434791
## [783,] -0.758877915 -5.993446e-03 0.1054085025 -1.2142701579 0.7980569902
## [784,] -1.363237940 -2.638288e-01 0.1836098158 -1.9093749624 0.3773988546
## [785,] -1.762797532 -7.940704e-02 -0.0707228659 -0.3309152303 -0.3302167611
## [786,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [787,] -1.275074557 -1.788456e-02 -0.1311141796 -0.6237617247 -0.8800833519
## [788,] -1.046233404 -2.444985e-02 -0.1495533941 0.0998137467 0.0893956348
## [789,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [790,] -1.452816695 -2.518684e-01 0.1819862718 -1.7022493211 0.3967542301
## [791,] -0.868838955 -1.777417e-01 0.0991204196 -0.9460090927 0.8180952570
## [792,] -0.974571020 -2.650459e-03 0.1257183157 -1.9871893590 -0.1473434602
## [793,] 2.188391199 4.317133e-01 -0.3665586451 0.4923599192 -0.5010396542
## [794,] -0.879078593 2.031185e-01 -0.2046156671 -0.9590036274 0.8340739401
## [795,] -0.699186950 -7.126739e-02 -0.0901379452 -0.5016139951 0.3404779632
## [796,] -0.631377647 4.826853e-02 -0.2128976692 -0.0056052572 -0.4716459087
## [797,] 1.237110026 2.699583e-02 -0.1097691230 0.5756675628 -0.8552781067
## [798,] 1.107702072 -8.236829e-02 -0.0428836334 0.0400114921 -0.3828330179
## [799,] -1.928806994 -5.870852e-02 -0.0720993550 0.0339923226 -0.2674274737
## [800,] 1.688737146 -7.159540e-02 -0.0784583760 -2.5149205951 2.2093624670
## [801,] 1.108914115 1.042351e-01 -0.0360260257 0.0301487511 -0.3807345913
## [802,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [803,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [804,] -1.114391645 -1.704119e-01 0.1188890515 -1.6498864134 -0.1208534016
## [805,] -1.752844337 -8.073598e-02 -0.0705424721 -0.3539291905 -0.3323673584
## [806,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [807,] -1.792657117 -7.542024e-02 -0.0712640472 -0.2618733499 -0.3237649693
## [808,] -1.355641862 4.722132e-01 -0.3784301374 3.4735314368 -2.8956993468
## [809,] 1.596315793 4.130637e-02 -0.1528350374 -1.1019851910 -0.4811637973
## [810,] -1.732937947 -8.339384e-02 -0.0701816846 -0.3999571108 -0.3366685529
## [811,] 0.930650490 -5.993127e-02 -0.0458173639 0.4551818807 -0.2978509212
## [812,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [813,] -1.503998042 1.268093e-02 -0.1352632364 -0.0944406415 -0.8306196145
## [814,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [815,] -1.494044847 1.135200e-02 -0.1350828426 -0.1174546016 -0.8327702118
## [816,] -1.235261777 -2.320030e-02 -0.1303926045 -0.7158175653 -0.8886857411
## [817,] -1.165671744 -8.502632e-03 -0.1517181193 0.3759812684 0.1152028022
## [818,] -1.314887337 -1.256883e-02 -0.1318357547 -0.5317058842 -0.8714809628
## [819,] -1.354700117 -7.253087e-03 -0.1325573298 -0.4396500436 -0.8628785737
## [820,] -0.924805045 -9.295132e-03 0.1266202846 -2.1022591597 -0.1580964466
## [821,] -0.880207522 8.149190e-02 -0.2174075135 0.5697437463 -0.4178809767
## [822,] 1.576730700 1.684154e-01 -0.0967781270 -0.2166698231 -0.9262999876
## [823,] -1.252540752 -9.184374e-02 0.1924517550 -2.1723912650 0.3558407111
## [824,] 1.826000707 2.161615e-01 -0.1892374629 1.3026696955 -0.4387182979
## [825,] -0.888745345 -1.750838e-01 0.0987596320 -0.8999811725 0.8223964516
## [826,] 1.651867032 -2.925844e-03 -0.1264710608 0.8883075610 0.0471103981
## [827,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [828,] -1.703078362 -8.738065e-02 -0.0696405032 -0.4689989912 -0.3431203448
## [829,] 1.767975020 3.548973e-01 -0.1136894861 0.6133498149 0.0701518672
## [830,] 1.646848741 -2.125360e-03 -0.1270155705 0.9144875812 0.0902423047
## [831,] -0.707899896 1.739652e-01 0.1131680791 -1.3392026996 0.7894024304
## [832,] -1.278351742 8.009012e-03 -0.1553926558 0.6554645995 0.1126302386
## [833,] -0.540367100 -9.495627e-02 0.0358428055 -0.8706322249 0.3026382226
## [834,] -1.258445352 5.351142e-03 -0.1550318683 0.6094366792 0.1083290441
## [835,] -1.111835459 3.201240e-01 0.0104175380 -1.7182691639 -0.1164965703
## [836,] 1.807311905 1.632150e-01 -0.1172716624 0.5364014779 0.0579311748
## [837,] -1.380112824 1.808781e-01 -0.1241041756 -0.3742278928 -0.9408208334
## [838,] -1.432654158 2.497080e-01 -0.0536085122 -1.1153461596 -0.3954697415
## [839,] -1.699883509 -8.927401e-02 -0.0679502982 -0.4953287607 -0.3168912112
## [840,] -1.812563507 -7.276237e-02 -0.0716248347 -0.2158454296 -0.3194637747
## [841,] -1.454232067 6.036259e-03 -0.1343612675 -0.2095104422 -0.8413726009
## [842,] -0.918808259 2.734110e-01 -0.2112714809 0.6519368459 -0.4071801610
## [843,] 1.826022671 1.005941e-01 -0.1929990912 1.3350738512 -0.3929557705
## [844,] 1.547316791 1.116399e-02 -0.1288195082 1.1446271826 0.1117482775
## [845,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [846,] -1.527058380 8.001811e-02 -0.3082144991 -0.9117373201 -0.3713612889
## [847,] 1.955414206 8.331794e-02 -0.1906539722 1.0358923694 -0.4209135351
## [848,] -0.900113912 8.414977e-02 -0.2177683011 0.6157716666 -0.4135797821
## [849,] 1.602101057 3.718829e-03 -0.1273730296 1.0033773617 0.0578633845
## [850,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## [851,] -1.293549156 -1.464911e-01 0.1156419636 -1.2356351308 -0.0821426505
## [852,] 1.505846292 -8.885400e-03 -0.1048984911 -0.0457093610 -0.9133442332
## [853,] 1.517457206 1.515079e-02 -0.1293606896 1.2136690631 0.1182000694
## [854,] 1.627147694 -1.536711e-01 0.0212887146 -0.9789833416 -0.1420817096
## [855,] -1.324381057 4.848637e-02 -0.0584817885 -1.3586369802 -0.4212247382
## [856,] -1.313471965 -2.704735e-01 0.1845117847 -2.0244447631 0.3666458682
## [857,] -1.513951237 1.400987e-02 -0.1354436302 -0.0714266813 -0.8284690172
## [858,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [859,] -0.810535157 7.218936e-02 -0.2161447571 0.4086460253 -0.4329351577
## [860,] -1.467448647 2.542233e-01 -0.0537855776 -1.0494703392 -0.4299992590
## [861,] -0.800581962 7.086042e-02 -0.2159643634 0.3856320652 -0.4350857549
## [862,] -1.028309823 1.613890e-01 -0.1440252038 0.0702528549 0.0609637332
## [863,] 0.729365634 -3.054209e-02 -0.0498099173 0.9389406929 -0.3000752665
## [864,] -0.827338236 1.899125e-01 0.1110033538 -1.0630351779 0.8152095977
## [865,] -1.057949660 -1.524919e-01 0.0956929379 -0.5087438500 0.8589566053
## [866,] 2.458806325 2.619117e-01 -0.1144340856 -0.8356903466 0.2324621029
## [867,] 1.522491916 1.409906e-01 -0.1980467884 2.0223265954 -0.3694191614
## [868,] -0.908651735 -1.724260e-01 0.0983988445 -0.8539532522 0.8266976461
## [869,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [870,] -1.553304542 7.905186e-02 -0.0626308452 -0.8293158969 -0.3717610007
## [871,] -1.109147427 -1.458288e-02 -0.1523259617 0.2642272770 0.0760700849
## [872,] -0.959833082 9.212338e-02 -0.2188506637 0.7538554275 -0.4006761985
## [873,] -1.318164522 1.332475e-02 -0.1561142309 0.7475204400 0.1212326277
## [874,] 2.429664454 -1.112069e-01 0.0654859757 -0.7298451039 0.2285159930
## [875,] 1.519302336 -4.880673e-03 -0.4191906902 -0.1177448092 -0.9095429363
## [876,] 2.062591862 -2.073199e-03 0.1348996224 -0.7230288722 0.7546738431
## [877,] -1.145765354 -1.116050e-02 -0.1513573318 0.3299533481 0.1109016076
## [878,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [879,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [880,] 2.108766441 -2.575784e-01 0.0532063192 -4.1629866801 2.9150705038
## [881,] -0.959849502 -3.451690e-02 -0.1496200551 -0.0809821251 0.0438111257
## [882,] 2.164431301 5.541031e-02 -0.1868657029 0.5525992064 -0.4660760780
## [883,] -1.304078025 4.747076e-01 -0.2376260306 -0.6200256435 -0.9967485163
## [884,] 1.587159791 3.534530e-01 -0.0922939818 -0.2547912868 -0.9248322816
## [885,] 1.231357603 2.782614e-01 -0.2215442667 -0.2697933318 -0.3572609742
## [886,] 1.010276050 -7.056275e-02 -0.0443742137 0.2710701996 -0.3150556995
## [887,] -1.333598103 5.005212e-02 -0.0561083259 -1.3303782575 -0.4205940175
## [888,] 1.154137695 2.847574e-01 -0.0313648152 -0.0738485331 -0.3447373679
## [889,] -0.780675572 6.820255e-02 -0.2156035758 0.3396041449 -0.4393869495
## [890,] 1.940957377 8.760125e-02 -0.3135647002 1.0565351370 -0.4563140630
## [891,] 2.210950311 4.222640e-01 -0.1744382590 0.4093931010 -0.5120936438
## [892,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [893,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [894,] -0.710571937 6.132593e-02 -0.3374352697 0.1793012914 -0.4510109464
## [895,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [896,] 1.895695036 9.129155e-02 -0.1917363348 1.1739761302 -0.4080099514
## [897,] 1.905648231 8.996261e-02 -0.1915559410 1.1509621701 -0.4101605487
## [898,] -1.298258132 1.066688e-02 -0.1557534434 0.7014925198 0.1169314332
## [899,] -1.560538779 -1.078791e-01 -0.0654247854 -0.8175242027 -0.3469995731
## [900,] -0.739174853 4.358567e-01 -0.2037206416 0.2225780597 -0.4422726088
## [901,] 1.796163086 1.045809e-01 -0.1935402725 1.4041157316 -0.3865039786
## [902,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [903,] 1.731492592 -1.355732e-02 -0.1250279106 0.7041958799 0.0299056199
## [904,] 2.049603186 -1.884405e-01 0.1290073162 -0.6903019203 0.8240870540
## [905,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [906,] -0.954814791 9.132289e-02 -0.2183061540 0.7276754073 -0.4438081050
## [907,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [908,] -1.548762146 -1.081152e-01 -0.0663900869 -0.8403884135 -0.4185112106
## [909,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [910,] -1.533857627 1.666774e-02 -0.1358044177 -0.0253987610 -0.8241678227
## [911,] -0.890160717 8.282083e-02 -0.2175879073 0.5927577065 -0.4157303794
## [912,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [913,] -1.339728631 -9.382506e-03 -0.1318324263 -0.4888440239 -0.9081610776
## [914,] -1.683171972 -9.003852e-02 -0.0692797157 -0.5150269115 -0.3474215393
## [915,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## PC6 PC7 PC8 PC9 PC10
## [1,] -0.089850549 -0.253945184 5.913160e-01 0.141822302 0.730931566
## [2,] -0.320569293 -0.048583618 -9.686833e-01 -0.583005283 -1.901437730
## [3,] 1.213883834 0.497473486 -5.597227e-01 0.217889762 -0.697169976
## [4,] 0.866520462 -0.010756666 7.561459e-02 0.743723198 0.263019353
## [5,] -0.083715021 0.493281568 -5.775374e-01 -1.027347244 0.149710898
## [6,] 1.213571149 -0.227951157 7.409891e-01 1.458342965 -0.313720935
## [7,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [8,] -0.098657683 -0.274687275 6.135771e-01 0.156071121 0.679844623
## [9,] 0.485678704 -0.918865477 7.073317e-01 1.679500125 -2.326685492
## [10,] 1.212613300 -0.215810908 8.872299e-01 1.543435192 -0.565137233
## [11,] -0.080352268 -0.211921314 8.694685e-01 0.291466453 0.275659822
## [12,] 1.235178140 0.564332029 -2.225072e-01 0.400674165 -1.212303816
## [13,] 1.229769232 0.553251287 -2.884975e-01 0.362784517 -1.112398731
## [14,] -0.074014154 0.534979397 -4.382397e-01 -0.964963516 -0.071791507
## [15,] -0.087710369 -0.240356636 7.630969e-01 0.236800179 0.443164408
## [16,] -0.066829997 -0.184219459 1.034444e+00 0.386190571 0.025897111
## [17,] 1.182885368 -0.309170651 3.012596e-01 1.221467931 0.354327337
## [18,] -0.079423062 0.523898655 -5.042301e-01 -1.002853164 0.028113578
## [19,] -0.073112669 0.536826188 -4.272413e-01 -0.958648575 -0.088442354
## [20,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [21,] 1.238298212 0.506408632 -5.860097e-01 0.216483380 -0.623587175
## [22,] -0.051477034 0.581149156 -1.632798e-01 -0.807089985 -0.488062693
## [23,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [24,] -0.069534451 -0.189759830 1.001449e+00 0.367245748 0.075849653
## [25,] -0.088486261 -0.223158085 8.732313e-01 0.294295273 0.254851738
## [26,] -0.046068126 0.592229898 -9.728939e-02 -0.769200338 -0.587967778
## [27,] -0.053280004 0.577455575 -1.852766e-01 -0.819719868 -0.454760998
## [28,] -0.068605245 0.546060139 -3.722493e-01 -0.927073869 -0.171696592
## [29,] -0.046067149 0.565273865 -2.633088e-01 -0.849702574 -0.332886881
## [30,] -0.048772580 0.586689527 -1.302846e-01 -0.788145162 -0.538015235
## [31,] 1.230727081 0.541111038 -4.347384e-01 0.277692291 -0.860982434
## [32,] -0.095823732 -0.256977749 6.641113e-01 0.179965708 0.593022035
## [33,] -0.046969610 0.590383107 -1.082878e-01 -0.775515279 -0.571316930
## [34,] -0.057787428 0.568221623 -2.402685e-01 -0.851294574 -0.371506761
## [35,] -0.090268601 -0.232236008 7.484861e-01 0.222002099 0.458819144
## [36,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [37,] -0.064125542 -0.178679088 1.067440e+00 0.405135395 -0.024055432
## [38,] -0.815283470 -0.915006424 6.136597e-01 0.371777536 -1.406212315
## [39,] 0.077736909 0.236383580 -4.386938e-01 -1.019910157 -0.179637150
## [40,] -0.077646838 -0.233336976 7.364442e-01 0.229909041 0.480788176
## [41,] -0.079450783 -0.210074524 8.804669e-01 0.297781394 0.259008975
## [42,] 1.240733978 0.541844669 -4.344787e-01 0.286683174 -0.865051878
## [43,] 0.392633354 -0.112262385 4.670423e-01 0.514437355 0.277665011
## [44,] 0.410663050 -0.075326578 6.870103e-01 0.640736180 -0.055351938
## [45,] 0.395337809 -0.106722014 5.000375e-01 0.533382179 0.227712469
## [46,] 0.431424921 0.701122778 -4.447236e-01 -0.514654730 -0.669216826
## [47,] 0.648958831 -0.021803533 5.077940e-01 0.764851513 -0.087651038
## [48,] 0.670622186 0.756492614 -6.129414e-01 -0.384224455 -0.718166773
## [49,] 1.074049355 -0.134197298 4.261403e-01 0.750047018 -0.191774799
## [50,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [51,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [52,] 1.510187072 2.031435879 -3.065100e+00 0.218428285 1.833020957
## [53,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [54,] 2.202785020 0.807972855 -7.633979e-01 0.998174559 -1.607913776
## [55,] 0.154156820 -0.697557623 -7.594430e-02 0.904471699 -1.544159375
## [56,] 2.166725629 0.734101242 -1.203334e+00 0.745576909 -0.941879878
## [57,] 1.449403534 -0.709158270 -1.433689e-01 2.105853165 -2.258020422
## [58,] 2.178417917 -0.023092764 2.799602e-02 1.972278321 -0.445990670
## [59,] 2.217770616 0.787718732 -9.655369e-01 0.900224754 -1.269955959
## [60,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [61,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [62,] 2.173909786 0.014902386 2.693503e-01 2.096730997 -0.844191261
## [63,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [64,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [65,] 2.131322005 -0.127758379 7.858688e-02 2.122023407 -0.715167042
## [66,] 1.487209015 0.109692665 -9.664055e-01 1.124604122 -3.334887433
## [67,] 2.230878954 0.804699220 -8.664290e-01 0.961554863 -1.421852128
## [68,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [69,] 0.166442664 0.096948791 -1.140713e+00 -0.238478816 -2.267292810
## [70,] 0.898101126 0.760898142 -1.090158e+00 -0.416390652 -0.295574808
## [71,] 0.884577878 0.760152320 -1.089114e+00 -0.430612535 -0.300892993
## [72,] 0.874633825 0.005864447 1.746002e-01 0.800557669 0.113161726
## [73,] 0.876826203 0.735809070 -1.188031e+00 -0.476219636 -0.146990089
## [74,] 0.906242156 0.056515069 4.023048e-01 0.930173445 -0.201550790
## [75,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [76,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [77,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [78,] 0.867421947 -0.008909875 8.661299e-02 0.750038139 0.246368505
## [79,] 0.868323431 -0.007063085 9.761138e-02 0.756353081 0.229717658
## [80,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [81,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [82,] 0.882747188 0.022485560 2.735857e-01 0.857392140 -0.036695901
## [83,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [84,] 0.918834300 0.830330353 -6.711754e-01 -0.190644768 -0.933625196
## [85,] 2.136075147 0.671310371 -1.577279e+00 0.530868907 -0.375751065
## [86,] 0.889058557 0.008457060 1.845551e-01 0.821094493 0.101829063
## [87,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [88,] 0.905673715 0.794906361 -8.360822e-01 -0.274141516 -0.679817207
## [89,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [90,] 0.898974890 0.028771753 3.055374e-01 0.890558847 -0.081330258
## [91,] 0.881727202 0.740950950 -1.140494e+00 -0.453704103 -0.216642644
## [92,] 0.894467466 0.019537802 2.505454e-01 0.858984141 0.001923979
## [93,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [94,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [95,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [96,] 0.870126401 -0.003369504 1.196082e-01 0.768982963 0.196415963
## [97,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [98,] 0.910720937 0.813709240 -7.701609e-01 -0.247479239 -0.783767569
## [99,] 0.925145669 0.816301852 -7.602060e-01 -0.226942415 -0.795100231
## [100,] 0.904383799 0.039852495 3.715278e-01 0.928448494 -0.181235343
## [101,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [102,] 0.889085302 0.769386272 -1.034122e+00 -0.399037829 -0.384147230
## [103,] 2.228174499 0.799158849 -8.994242e-01 0.942610039 -1.371899586
## [104,] 2.208755768 0.769250829 -1.075521e+00 0.837075342 -1.103447484
## [105,] 0.887136110 0.752031692 -1.074504e+00 -0.415814455 -0.316547729
## [106,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [107,] 0.855162847 -0.042487077 -6.729550e-02 0.672856332 0.483525647
## [108,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [109,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [110,] 0.916129845 0.824789982 -7.041706e-01 -0.209589592 -0.883672653
## [111,] 0.861111553 -0.021837408 9.624207e-03 0.705833551 0.362924438
## [112,] 1.074950840 -0.132350508 4.371387e-01 0.756361960 -0.208425646
## [113,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [114,] 0.884550157 0.026179141 2.955825e-01 0.870022023 -0.069997596
## [115,] 0.900804604 0.793394546 -8.911433e-01 -0.316943593 -0.600608247
## [116,] 0.888156096 0.033566302 3.395761e-01 0.895281788 -0.136600986
## [117,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [118,] 0.857022181 -0.052780536 -2.025379e-01 0.594079047 0.718291096
## [119,] 0.896269459 0.050187415 4.385617e-01 0.952116259 -0.286458613
## [120,] 0.882774909 0.756458739 -1.111111e+00 -0.443242418 -0.267591298
## [121,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [122,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [123,] 0.876464515 0.743531207 -1.188100e+00 -0.487447006 -0.151035366
## [124,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [125,] 0.883676393 0.758305530 -1.100113e+00 -0.436927476 -0.284242145
## [126,] 0.865618977 -0.012603456 6.461619e-02 0.737408257 0.279670200
## [127,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [128,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [129,] 0.905312028 0.802628498 -8.361513e-01 -0.285368886 -0.683862484
## [130,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [131,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [132,] 0.901678368 0.061268157 5.045521e-01 0.990005907 -0.386363697
## [133,] 0.874661546 0.739837626 -1.210097e+00 -0.500076889 -0.117733671
## [134,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [135,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [136,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [137,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [138,] 0.908016482 0.808168869 -8.031561e-01 -0.266424063 -0.733815026
## [139,] 0.891249959 0.765357716 -1.012057e+00 -0.375180576 -0.413403648
## [140,] 0.876436794 0.009558028 1.965970e-01 0.813187552 0.079860031
## [141,] 0.908917967 0.810015659 -7.921577e-01 -0.260109122 -0.750465874
## [142,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [143,] 0.189881269 0.144965340 -8.547550e-01 -0.074290344 -2.700214843
## [144,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [145,] 0.855702644 -0.032918150 -5.636617e-02 0.667943903 0.462829522
## [146,] 0.889986787 0.771233062 -1.023124e+00 -0.392722888 -0.400798077
## [147,] 0.150188218 -0.670266614 4.601249e-02 0.948486800 -1.736682159
## [148,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [149,] 0.856604129 -0.031071359 -4.536778e-02 0.674258844 0.446178675
## [150,] 0.928806997 0.836658006 -7.074322e-01 -0.212587582 -0.848717373
## [151,] 0.900776883 0.059421367 4.935537e-01 0.983690965 -0.369712850
## [152,] -1.028407836 -1.616723184 -9.745774e-01 -0.079255435 -0.401985946
## [153,] 1.376252073 0.734123623 -3.769357e-01 0.510111054 -1.050763958
## [154,] 1.352729383 -0.033879065 8.790421e-01 1.737964307 -0.655013673
## [155,] 1.373547619 0.728583252 -4.099309e-01 0.491166230 -1.000811416
## [156,] -0.067557901 0.567384474 5.992817e-02 -0.549735146 -0.771087129
## [157,] -0.554285424 0.403191824 -2.313583e-01 -1.175418250 0.033553877
## [158,] -0.577751749 -0.378797904 8.673803e-01 -0.038972164 0.697371307
## [159,] -0.887568744 0.511693636 3.253073e-01 -1.239816666 -0.113687240
## [160,] -0.916443978 -0.281376834 1.358056e+00 -0.141260228 0.650035275
## [161,] -0.930867735 -0.310925479 1.182081e+00 -0.242299288 0.916448834
## [162,] 0.407199793 0.511497623 3.650655e-01 0.024781955 -0.987785990
## [163,] 0.355056545 -0.404230619 1.285537e+00 1.197998650 -0.208478329
## [164,] 0.408101278 0.513344413 3.760639e-01 0.031096896 -1.004436837
## [165,] 0.373290217 -0.286651118 1.379705e+00 1.107330429 -0.205385902
## [166,] -0.874046473 0.539395491 4.902833e-01 -1.145092548 -0.363449952
## [167,] 0.410862097 0.504897744 2.518199e-01 -0.041365448 -0.786322235
## [168,] -0.580240738 -0.405721411 8.160698e-01 -0.050836361 0.785666933
## [169,] -0.091243855 -0.251437120 6.299301e-01 0.278722856 0.449613785
## [170,] -1.568238291 -0.818745046 -1.919665e+00 -1.738614803 -0.537490814
## [171,] -1.558321959 -0.798430353 -1.798683e+00 -1.669150449 -0.720650136
## [172,] -0.177785809 -0.077583714 1.111125e+00 0.403435492 0.088377519
## [173,] -0.179921001 -0.076484730 1.084368e+00 0.382644362 0.153517635
## [174,] -0.179019516 -0.074637940 1.095367e+00 0.388959303 0.136866788
## [175,] -0.158257646 0.701811417 -3.636719e-02 -0.766431606 -0.476998100
## [176,] -0.157356161 0.703658207 -2.536879e-02 -0.760116665 -0.493648948
## [177,] 0.001464833 -0.253482283 1.115940e+00 0.205834886 0.181598060
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## [184,] -0.178118032 -0.072791150 1.106365e+00 0.395274245 0.120215940
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## [187,] -1.338985079 -1.517663084 -8.241682e-01 -0.377014324 -0.172386043
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## [189,] 1.346832924 -0.036085231 8.679214e-01 1.727153728 -0.636324283
## [190,] -1.033816745 -1.627803926 -1.040568e+00 -0.117145083 -0.302080861
## [191,] 1.327516771 0.602606848 -3.799384e-01 0.639728043 -1.267532580
## [192,] -1.010350420 -0.845814198 -2.139306e+00 -1.253591169 -0.965898292
## [193,] -1.031112291 -1.622263555 -1.007573e+00 -0.098200259 -0.352033404
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## [197,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [198,] 1.382074916 0.755925731 -2.450773e-01 0.581394711 -1.248535585
## [199,] 0.388953646 -0.137003868 3.154912e-01 0.552213288 0.318412194
## [200,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [201,] 1.344128470 -0.041625602 8.349262e-01 1.708208905 -0.586371740
## [202,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [203,] 0.081841105 0.759028042 -1.935867e-01 -0.629686390 -0.542598895
## [204,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [205,] 1.362214530 -0.018676835 8.976549e-01 1.743100562 -0.651321544
## [206,] 0.034034691 -0.072825024 6.081953e-01 0.336256282 0.570791416
## [207,] 1.336916591 -0.056399924 7.469390e-01 1.657689375 -0.453164961
## [208,] 1.362185886 0.729283384 -3.298028e-01 0.533873171 -1.150284086
## [209,] 1.368496280 0.742210916 -2.528141e-01 0.578077760 -1.266840018
## [210,] 1.369397764 0.744057707 -2.418157e-01 0.584392701 -1.283490865
## [211,] 0.842711647 -0.109396784 -4.188219e-01 0.517300660 -2.957812558
## [212,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [213,] 0.364613557 -0.186867207 1.853443e-02 0.381709875 0.767985075
## [214,] 0.370384153 -0.183508602 8.459389e-02 0.430826893 0.672125267
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## [217,] 0.394362555 -0.125923126 3.814815e-01 0.590102936 0.218507109
## [218,] -0.329721365 -0.809776324 2.529629e-01 0.749259437 -1.627291499
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## [220,] 0.385201485 -0.158052029 2.531132e-01 0.522806780 0.419313390
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## [224,] 0.378135829 -0.159165352 1.835104e-01 0.476433994 0.518222363
## [225,] 0.353255942 -0.218597618 -1.243757e-01 0.310843009 0.988491369
## [226,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [227,] 0.365876729 -0.192742553 2.960190e-02 0.399252186 0.755379505
## [228,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [229,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [230,] 0.375646840 -0.186088859 1.321999e-01 0.464569796 0.606517989
## [231,] 0.397969470 -0.145491998 2.594557e-01 0.534860465 0.406984616
## [232,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [233,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [234,] 0.346583862 -0.223803014 -2.014335e-01 0.255411050 1.101002024
## [235,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [236,] 0.349650003 -0.225984779 -1.683692e-01 0.285583244 1.055094759
## [237,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [238,] 0.368219496 -0.179480046 6.252802e-02 0.406969640 0.701381685
## [239,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [240,] 0.358303164 -0.199794739 -5.845434e-02 0.337505286 0.884541007
## [241,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [242,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [243,] 0.376332859 -0.162858933 1.615136e-01 0.463804111 0.551524058
## [244,] 0.391685821 0.602509682 -1.036211e+00 -0.729476446 0.037564255
## [245,] 0.370022466 -0.175786465 8.452482e-02 0.419599522 0.668079990
## [246,] 0.361762881 -0.206068578 -3.284516e-02 0.358618307 0.852235424
## [247,] 0.381769489 0.582194988 -1.157193e+00 -0.798940800 0.220723577
## [248,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [249,] 0.385709394 -0.152113166 2.715666e-01 0.538180894 0.389060861
## [250,] 0.359566336 -0.205670086 -4.738687e-02 0.355047598 0.871935437
## [251,] 0.407884826 -0.098221271 5.464575e-01 0.684827055 -0.031255602
## [252,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [253,] 0.379966519 0.578501408 -1.179190e+00 -0.811570682 0.254025272
## [254,] 0.354157427 -0.216750828 -1.133773e-01 0.317157950 0.971840521
## [255,] 0.400672948 -0.112995594 4.584703e-01 0.634307525 0.101951177
## [256,] 0.384473943 0.587735359 -1.124198e+00 -0.779995976 0.170771034
## [257,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [258,] 0.412246028 -0.102648319 5.830651e-01 0.712255017 -0.080212033
## [259,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [260,] 0.382886439 0.562658642 -1.164510e+00 -0.785545232 0.242415813
## [261,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [262,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [263,] 0.548703846 -0.358324388 8.310183e-02 0.223845223 0.746112957
## [264,] 0.381055748 -0.175008117 1.981902e-01 0.502459444 0.506612905
## [265,] 0.375459095 0.569267456 -1.234182e+00 -0.843145388 0.337279509
## [266,] 0.404278887 -0.105608432 5.024639e-01 0.659567290 0.035347788
## [267,] 0.377623752 0.565238900 -1.212116e+00 -0.819288135 0.308023091
## [268,] 0.379065035 0.576654617 -1.190188e+00 -0.817885623 0.270676119
## [269,] 0.401574433 -0.111148803 4.694687e-01 0.640622466 0.085300330
## [270,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [271,] 0.370951672 0.560033504 -1.289174e+00 -0.874720094 0.420533746
## [272,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [273,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [274,] 0.373656126 0.565573875 -1.256179e+00 -0.855775271 0.370581204
## [275,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [276,] 0.380328207 0.570779271 -1.179121e+00 -0.800343312 0.258070549
## [277,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [278,] 0.366444248 0.550799553 -1.344166e+00 -0.906294801 0.503787983
## [279,] 0.378163550 0.574807827 -1.201187e+00 -0.824200564 0.287326967
## [280,] 0.370050187 0.558186714 -1.300172e+00 -0.881035036 0.437184593
## [281,] 0.382670974 0.584041779 -1.146195e+00 -0.792625858 0.204072729
## [282,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [283,] 0.383572458 0.585888569 -1.135196e+00 -0.786310917 0.187421882
## [284,] 0.361936824 0.541565601 -1.399158e+00 -0.937869507 0.587042220
## [285,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [286,] 0.402475918 -0.109302013 4.804671e-01 0.646937407 0.068649483
## [287,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [288,] 0.360106133 -0.196101159 -3.645755e-02 0.350135169 0.851239312
## [289,] 0.397067009 -0.120382755 4.144767e-01 0.609047760 0.168554567
## [290,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [291,] 0.395264039 -0.124076336 3.924799e-01 0.596417877 0.201856262
## [292,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [293,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [294,] -0.311124151 -0.029298412 -9.008368e-01 -0.429988725 -2.211899969
## [295,] 0.407011063 0.633905118 -8.492379e-01 -0.622122445 -0.245500152
## [296,] 0.401602154 0.622824376 -9.152283e-01 -0.660012092 -0.145595067
## [297,] -0.317434545 -0.042225944 -9.778256e-01 -0.474193314 -2.095344037
## [298,] 1.361313045 -0.020523625 8.866565e-01 1.736785621 -0.634670697
## [299,] 1.383877885 0.759619312 -2.230805e-01 0.594024594 -1.281837280
## [300,] -1.804475078 -1.936227178 -1.207944e+00 -0.751237823 0.668990146
## [301,] -1.210281440 -0.691419017 -3.482527e+00 -0.301300382 3.231087066
## [302,] -1.496030599 -0.988682513 -1.998415e+00 -1.501935549 -0.760647824
## [303,] -1.785495546 -1.168855744 -2.464423e+00 -1.978921907 0.259092664
## [304,] -1.568177102 -1.870398919 -1.493590e+00 -0.706496291 0.802315369
## [305,] 0.836133727 0.487310709 -5.994067e-01 0.068100353 -0.328068111
## [306,] -2.305028031 -2.593768181 -1.794471e+00 -0.639895711 -0.776073569
## [307,] -1.562914415 -1.872979176 -1.445984e+00 -0.672753387 0.736708090
## [308,] -2.283060173 -2.554237778 -1.525750e+00 -0.480175874 -1.207532329
## [309,] -2.540639987 -2.636366514 -1.479511e+00 -0.685402929 -0.964392722
## [310,] 0.766348781 -0.442924871 1.621676e-01 1.137024987 0.672123722
## [311,] -1.551922655 -1.103183514 -2.680316e+00 -1.893461906 0.271704718
## [312,] 0.846813074 0.511483948 -7.090982e-01 -0.014271438 -0.127488508
## [313,] 0.612213797 0.445767001 -6.066110e-01 -0.173600478 0.017297080
## [314,] 0.657227027 -0.574098020 3.998479e-01 1.193970682 0.242806671
## [315,] 0.691314500 0.248919379 -1.982949e+00 1.783979567 1.206756282
## [316,] -0.211156144 0.898850628 -2.007706e+00 0.333762196 0.151298271
## [317,] 0.269284033 0.248733067 -1.979935e-01 -0.230034353 -0.378559923
## [318,] 0.844409103 1.443552401 -2.623869e+00 0.145871994 2.432720587
## [319,] -0.143828944 -0.509034142 1.032901e+00 0.589002353 0.745087433
## [320,] -0.135666794 0.209144487 -4.758337e-01 -0.768371934 0.734321013
## [321,] -0.827658950 -0.400502123 -2.084791e-01 -0.393104918 -1.714953380
## [322,] 1.166327303 -0.385413060 -2.747779e-02 1.289387326 0.465954632
## [323,] 0.796849894 -0.352085191 4.613285e-02 0.947968285 1.042359008
## [324,] -0.254594266 0.801928035 -2.451265e+00 0.086161565 0.814171043
## [325,] 0.244326882 0.188399114 -3.762188e-01 -0.320080025 -0.120649841
## [326,] -0.454459535 -0.430699674 -2.337466e-01 -0.021601429 -2.363925926
## [327,] -0.510180843 -1.247069350 5.532331e-01 0.913820156 -1.236887614
## [328,] 0.817791618 -0.295247522 3.052657e-01 1.080138257 0.670531814
## [329,] 4.329173787 13.721362711 9.168485e+00 -5.254077643 -2.637883390
## [330,] 1.174772889 -0.373584511 7.626740e-02 1.354383045 0.284258583
## [331,] 1.823285076 1.709007545 -2.987414e+00 0.850407817 1.765354715
## [332,] 0.243356439 0.173793012 -5.352623e-01 -0.406087022 0.142657736
## [333,] 0.244321458 0.200742903 -4.009685e-01 -0.340355864 -0.097343694
## [334,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [335,] -0.022298124 0.527594489 3.941526e-01 -0.131907433 1.090853899
## [336,] 0.838928055 0.487204306 -7.785870e-01 -0.053370970 -0.024560586
## [337,] 0.265625847 0.222902403 -3.077860e-01 -0.277460758 -0.210044714
## [338,] 0.474525618 1.495569706 -2.352049e+00 -0.085709408 2.717128596
## [339,] -0.141763251 -0.522967727 9.573567e-01 0.556692754 0.870844043
## [340,] 1.192240228 -0.334285968 1.412587e-01 1.383609672 0.217322143
## [341,] -0.456476993 -0.439966151 -4.034476e-01 -0.121814174 -2.113886418
## [342,] -0.113800050 0.228941250 -2.276747e-01 -0.608404629 0.355539484
## [343,] -0.160633079 -0.561049832 7.141757e-01 0.406858568 1.265951944
## [344,] 0.249791720 0.212524137 -3.471928e-01 -0.319686637 -0.151808675
## [345,] 0.218719941 -0.580147840 6.710138e-01 0.775299092 0.631613853
## [346,] -1.286134257 -1.066689101 6.535826e-01 0.190107696 -1.175679088
## [347,] -0.215227033 0.136023103 3.119060e-01 -0.387853337 -0.551507619
## [348,] 0.258952790 0.244653040 -2.188244e-01 -0.252390481 -0.352614955
## [349,] 0.951068828 0.874026959 -1.223037e+00 1.522819109 2.712760081
## [350,] -0.126348936 0.243101380 -2.525822e-01 -0.653808223 0.402324344
## [351,] -0.070276458 0.365669358 4.842194e-01 -0.227201426 -0.753303271
## [352,] -2.573188293 -0.386945896 -4.941984e-01 -2.391887069 -2.148768822
## [353,] 0.679059871 0.158698361 -8.548021e-01 -0.005001298 -0.185936428
## [354,] 0.222325880 -0.572760679 7.150074e-01 0.800558856 0.565010464
## [355,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [356,] -0.458501495 0.720110155 -1.211897e+00 0.205575695 3.432491464
## [357,] -0.493863553 -1.233408187 6.304815e-01 0.967015627 -1.357512990
## [358,] 1.205553434 0.433309129 -9.761240e-01 0.234025960 -0.408128036
## [359,] 0.845497656 0.498915791 -7.859646e-01 -0.053980389 -0.012971118
## [360,] -0.124995199 0.217644971 -3.622374e-01 -0.696739383 0.568808651
## [361,] 0.372663711 0.335418642 -6.289666e-01 -0.375606055 0.344483433
## [362,] -0.332018308 0.370748145 -8.916579e-01 -1.186262701 0.581524051
## [363,] -0.316063412 0.439360547 -5.181322e-01 -0.988267218 -0.024601431
## [364,] -0.171848747 0.080538753 -4.825105e-01 -0.634386960 0.570158808
## [365,] 0.221062708 -0.566885333 7.039399e-01 0.783016545 0.577616034
## [366,] 0.249813055 0.200381543 -4.398891e-01 -0.357735690 -0.008196002
## [367,] 0.245430518 0.216951185 -3.838003e-01 -0.347114599 -0.102852244
## [368,] -0.180446954 -0.663460901 6.960339e-01 0.533697782 1.123497047
## [369,] 0.231782383 0.190401770 -4.938376e-01 -0.403532279 0.069740050
## [370,] -0.468323135 -0.435865953 -3.254686e-01 -0.085099735 -2.229676716
## [371,] -0.492537361 -0.486881731 -6.773640e-01 -0.293909588 -1.702933417
## [372,] 0.133039062 -0.156146630 -7.240895e-01 0.205290244 -2.142844756
## [373,] -0.125301229 0.258609170 -2.231994e-01 -0.643346538 0.351375690
## [374,] -0.101861649 0.279669685 -1.032605e-01 -0.559660302 0.173534553
## [375,] -0.493466566 -1.222701701 6.963346e-01 1.000410029 -1.455387173
## [376,] -0.149669039 -0.525227348 8.645409e-01 0.486784606 1.031843968
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## [378,] -0.108983939 0.272270334 -1.459509e-01 -0.590151067 0.230750313
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## [450,] -0.158252701 -0.538582788 8.569265e-01 0.487963293 1.011500992
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## [457,] 0.374728937 0.413671809 -2.956736e-01 -0.230927399 -0.146144544
## [458,] -0.041507810 -1.172643168 1.802479e-01 1.171960270 -1.283950815
## [459,] 0.850907541 0.483040499 -8.859937e-01 -0.096592978 0.142204694
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## [467,] -0.112192892 0.275589658 -1.240914e-01 -0.582016429 0.199479520
## [468,] 0.853611019 0.515536904 -6.869790e-01 0.002854082 -0.162828745
## [469,] 1.199243041 0.420381596 -1.053113e+00 0.189821371 -0.291572104
## [470,] 0.826357233 -0.305929608 2.835977e-01 1.087726627 0.703809341
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## [472,] -0.108586952 0.282976820 -8.009785e-02 -0.556756664 0.132876131
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## [475,] 0.665884306 -0.580338523 2.867247e-01 1.132318917 0.442231883
## [476,] 1.171780445 0.386687063 -1.225895e+00 0.080552931 -0.064159102
## [477,] 0.239481812 0.196301516 -4.607201e-01 -0.380091818 0.017748965
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## [481,] 0.703477113 -0.438037134 4.773657e-01 1.102530870 0.315246207
## [482,] -0.074307914 0.486609754 -6.717393e-01 -0.843038863 -0.089206114
## [483,] 1.158794727 -0.383036148 -1.449593e-01 1.210430317 0.654313622
## [484,] 1.214352817 0.473160168 -8.478247e-01 0.290094746 -0.612979594
## [485,] -0.131208157 -0.483179078 1.186878e+00 0.677411530 0.511975569
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## [487,] -0.132422543 0.224253785 -4.319092e-01 -0.754339539 0.663672347
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## [496,] 0.851398907 0.975747701 -2.944033e+00 0.860033346 -0.048132442
## [497,] 1.196479690 0.386365213 -6.937503e-01 0.507772253 -1.014755768
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## [538,] 0.883305828 0.109991936 -1.858100e+00 1.642797188 1.111581520
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## [573,] -1.065178533 -0.539346840 8.290353e-01 -0.391353595 1.203990615
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## [575,] 1.942293811 0.704176383 -2.052072e+00 1.690382593 2.726081988
## [576,] 0.470534374 -0.986448036 1.114502e-01 1.572650658 -1.784393744
## [577,] -0.969970543 0.080490816 -2.518256e-01 -1.349243697 0.363568506
## [578,] 0.211123090 0.082552513 -4.338668e-01 -0.230032358 -0.216055461
## [579,] -0.123136572 0.254580614 -2.011335e-01 -0.619489285 0.322119272
## [580,] -0.130509515 -0.494103280 1.125004e+00 0.637133312 0.635246466
## [581,] -0.154232828 -0.520474260 9.667881e-01 0.546617068 0.847031060
## [582,] -0.124483123 -0.506759281 1.033389e+00 0.598982746 0.779007923
## [583,] 0.250839427 0.228031927 -3.178100e-01 -0.309224952 -0.202757328
## [584,] -0.100473589 0.299597933 1.888773e-02 -0.499922193 -0.016981496
## [585,] -0.157838767 -0.527861421 9.227945e-01 0.521357303 0.913634450
## [586,] 0.114985265 -0.439530520 9.859628e-01 0.801113862 0.555013375
## [587,] 0.357600726 0.378582793 -5.046432e-01 -0.350911282 0.170221557
## [588,] 0.379236361 0.422905761 -2.406816e-01 -0.199352693 -0.229398781
## [589,] -0.344183383 -0.365524132 5.072301e-01 0.112457418 0.756768044
## [590,] 0.848076247 0.505608601 -6.980307e-01 0.003270874 -0.140094078
## [591,] 0.811814269 0.432063028 -9.991118e-01 -0.162066352 0.292170481
## [592,] -0.503382899 -1.243016394 5.753522e-01 0.930945676 -1.272227851
## [593,] -0.132715694 0.244160888 -1.723317e-01 -0.606605644 0.250813131
## [594,] -0.130773158 -0.504873374 1.029723e+00 0.597231341 0.784095631
## [595,] -0.805268053 -0.367993364 4.809640e-02 -0.239378131 -2.096926759
## [596,] 0.207779505 0.150433398 -6.410102e-01 -0.491687698 0.264847469
## [597,] -0.133052905 0.234265920 -3.221159e-01 -0.688953639 0.505278594
## [598,] -0.857581891 -1.209080382 7.948864e-01 0.694989835 -0.900282211
## [599,] -0.163032210 -0.560325299 8.384888e-01 0.490548282 1.051882618
## [600,] 0.486646218 0.254631465 -5.483368e-01 -0.196973816 -0.146760803
## [601,] 0.389098012 0.383022359 -4.248258e-01 -0.275010789 0.055910477
## [602,] 0.870614342 0.524822326 -5.890902e-01 0.080642169 -0.301284368
## [603,] 0.796461307 -0.333305586 1.986125e-01 1.031214205 0.806130285
## [604,] 0.267066153 0.261274153 -1.198388e-01 -0.195556010 -0.502472582
## [605,] -0.099067606 0.292585027 -2.496853e-02 -0.520686713 0.047590991
## [606,] -0.108319241 0.280037187 -3.261424e-02 -0.527509398 0.069307395
## [607,] -0.123554624 0.276289791 -4.396336e-02 -0.539309488 0.050006850
## [608,] -0.549028932 -1.419240021 3.270395e-01 0.946220195 -1.070095581
## [609,] -1.058840418 0.207553872 -4.786729e-01 -1.647783564 0.856539286
## [610,] -0.135760770 0.213926991 -4.284192e-01 -0.750352038 0.666707001
## [611,] -0.149482218 0.201349735 -3.812322e-01 -0.715362157 0.571224510
## [612,] -0.868851960 -1.203938667 7.835592e-01 0.668456641 -0.883607195
## [613,] -0.135425136 0.223932985 -3.503515e-01 -0.699737215 0.523392714
## [614,] -0.474121452 -1.173197737 9.931689e-01 1.166417805 -1.902921511
## [615,] 0.349430998 0.375948720 -4.463895e-01 -0.316338586 0.052012040
## [616,] 0.312637237 -0.449741658 5.718062e-01 0.792127299 0.833269554
## [617,] 0.259854275 0.246499831 -2.078260e-01 -0.246075540 -0.369265803
## [618,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [619,] -0.110877473 0.288157815 -4.722503e-02 -0.542307478 0.084962131
## [620,] -0.124545967 0.246794961 -2.305854e-01 -0.641178340 0.369022649
## [621,] -0.136119046 0.236447686 -3.551801e-01 -0.719125833 0.551185859
## [622,] -0.148676990 -0.542961620 7.548166e-01 0.432626077 1.194282998
## [623,] -1.041712207 0.242642888 -2.697033e-01 -1.527799681 0.540173184
## [624,] 0.251253361 0.238753294 -2.519420e-01 -0.275830942 -0.300623870
## [625,] -0.115611854 0.222792900 -3.477293e-01 -0.683763926 0.523623191
## [626,] 0.246961402 0.208136206 -3.252493e-01 -0.300325022 -0.179026550
## [627,] 0.478143176 -0.468042909 9.133770e-01 1.137715375 -0.052186991
## [628,] 0.319654280 -0.418968540 5.753604e-01 0.775902911 0.832385402
## [629,] 0.236139965 -0.301550374 -1.002553e+00 0.202407798 -2.113162165
## [630,] -0.337726768 -0.338935600 6.026032e-01 0.160808750 0.605914305
## [631,] 0.083735001 -0.985428374 2.130039e-01 1.261237571 -1.260174617
## [632,] 0.835938893 0.503309504 -6.838397e-01 0.001356435 -0.195745483
## [633,] 0.839573475 -0.237263554 5.876116e-01 1.235843590 0.236613669
## [634,] 0.168018797 -0.739429718 3.812648e-01 0.743757031 0.910495699
## [635,] -0.125210664 0.239028108 -3.439220e-01 -0.703820009 0.530465567
## [636,] -0.153814776 -0.542183436 8.096180e-01 0.466437270 1.119143482
## [637,] -0.154862483 -0.557691226 7.802352e-01 0.455975586 1.170092136
## [638,] 0.276081000 0.279742057 -9.854854e-03 -0.132406597 -0.668981057
## [639,] -0.144378632 0.206165574 -4.725501e-01 -0.780107048 0.735341293
## [640,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [641,] -0.112736807 0.298451275 8.801740e-02 -0.463530193 -0.149803319
## [642,] -0.111835322 0.300298065 9.901580e-02 -0.457215252 -0.166454166
## [643,] 0.213578744 -0.594168215 6.525070e-01 0.766656710 0.667950202
## [644,] 0.211531666 0.171481559 -5.786322e-01 -0.462281189 0.163946272
## [645,] 0.503912928 1.564235923 -1.989171e+00 0.111456283 2.163605353
## [646,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [647,] -1.064117947 -0.544896146 9.789576e-01 -0.286550860 0.957615706
## [648,] -0.135744481 0.242450157 -3.072990e-01 -0.697244150 0.469958347
## [649,] 0.395166929 0.905175318 -2.380519e+00 0.735164645 -0.285276221
## [650,] 1.620969041 1.566579985 -1.213166e+00 -0.363437208 2.084517692
## [651,] 0.869294536 0.524411644 -5.732453e-01 0.078981878 -0.330372010
## [652,] -0.108445835 -0.303880458 3.134030e-01 0.221774671 0.740123679
## [653,] 1.201926865 0.431306309 -9.173693e-01 0.268429487 -0.512190357
## [654,] -0.083912241 -0.805777571 4.982558e-01 0.573878331 1.030114305
## [655,] -0.715633764 -0.507856901 -2.562363e-01 -0.272364481 -2.030869141
## [656,] -0.160543221 -0.533401792 8.897993e-01 0.502412479 0.963586992
## [657,] -0.113249704 0.277824880 -7.546060e-02 -0.553091054 0.103076251
## [658,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [659,] 0.236829604 0.209204649 -4.279163e-01 -0.376870002 -0.034210311
## [660,] -0.840544244 -1.154410304 1.124579e+00 0.875447189 -1.395738189
## [661,] -0.854066516 -1.182112159 9.596026e-01 0.780723071 -1.145975478
## [662,] -0.120793805 0.267843122 -1.682074e-01 -0.611771832 0.268121453
## [663,] -0.159564603 -0.567562062 7.668855e-01 0.448128869 1.156931287
## [664,] -0.147020949 -0.505699937 1.054775e+00 0.597136598 0.713824281
## [665,] -0.161388341 -0.549235622 7.215617e-01 0.404690370 1.248304985
## [666,] 0.103979704 0.293664312 -5.123996e-01 -0.582380617 0.485585064
## [667,] 1.725657936 0.752135053 -2.241359e+00 1.904697570 2.770989421
## [668,] 1.210600655 0.452112007 -9.102027e-01 0.260688237 -0.512078397
## [669,] -0.096363152 0.298125398 8.026661e-03 -0.501741889 -0.002361551
## [670,] -0.137734272 -0.522602210 9.892047e-01 0.575959469 0.853726035
## [671,] -0.509063893 -1.266605696 5.459161e-01 0.927215723 -1.215195377
## [672,] -0.112826664 0.270803235 -8.760623e-02 -0.559084104 0.152561632
## [673,] -0.135245283 -0.495678703 1.040515e+00 0.587823666 0.765430409
## [674,] -0.460083909 -0.420397279 -2.814217e-01 -0.066571703 -2.302363925
## [675,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [676,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [677,] -0.515589752 -1.258150092 4.872427e-01 0.875930508 -1.136982529
## [678,] -0.167755099 -0.548176115 8.018122e-01 0.451892949 1.096793772
## [679,] -0.157477079 -0.535583558 9.228636e-01 0.532584673 0.917679727
## [680,] -0.521055025 -1.255243794 5.784915e-01 0.929448028 -1.305144589
## [681,] -0.153456499 -0.564704132 7.363789e-01 0.435211066 1.234664624
## [682,] 0.214480229 -0.592321425 6.635054e-01 0.772971652 0.651299355
## [683,] -0.830548661 0.749199983 -1.128162e+00 -0.130365195 4.001236787
## [684,] 0.102994134 -0.428168618 1.018538e+00 0.803346167 0.465064164
## [685,] 0.343092884 -0.370951992 8.613187e-01 0.940091383 0.399463369
## [686,] 0.315617270 -0.408176181 -5.029237e-01 0.291762236 -2.560152422
## [687,] 0.238072418 0.188515863 -4.901719e-01 -0.401780873 0.064652342
## [688,] 0.261657244 0.250193411 -1.858292e-01 -0.233445657 -0.402567498
## [689,] -0.861714702 -0.465320755 -4.715107e-01 -0.547227858 -1.352346963
## [690,] -0.500678445 -1.237476023 6.083474e-01 0.949890499 -1.322180393
## [691,] 0.472360961 1.499598262 -2.374115e+00 -0.109566660 2.746385014
## [692,] -0.125328950 -0.475364009 1.161498e+00 0.657288020 0.582271087
## [693,] 0.218994744 0.156270047 -5.634512e-01 -0.436424908 0.166484010
## [694,] 3.428120617 12.114216260 1.288689e+01 -5.548937931 -1.832227215
## [695,] -0.130250308 -0.495319327 1.040638e+00 0.592319304 0.763391866
## [696,] -0.135273926 0.252281516 -1.869425e-01 -0.621403724 0.266467867
## [697,] 0.208441921 -0.592740397 5.499623e-01 0.694607368 0.810727898
## [698,] -0.162074361 -0.572465549 6.922480e-01 0.405456056 1.303298915
## [699,] 0.242726064 0.211410814 -4.167955e-01 -0.366059423 -0.052899702
## [700,] 0.365714089 0.395203906 -4.056576e-01 -0.294076811 0.020363930
## [701,] 0.350332483 0.377795510 -4.353911e-01 -0.310023645 0.035361192
## [702,] 0.829628499 0.490381971 -7.608285e-01 -0.042848154 -0.079189551
## [703,] 0.234612701 0.194789701 -5.157811e-01 -0.422893894 0.096957925
## [704,] -1.090561344 0.198527680 -1.824005e-01 -1.477572505 0.646206740
## [705,] 0.231734303 -0.558384848 8.175363e-01 0.854649096 0.412103671
## [706,] -0.141340211 -0.529989371 9.452111e-01 0.550699704 0.920329424
## [707,] -0.132450264 -0.509719394 9.527878e-01 0.546295019 0.894567744
## [708,] -0.125357594 0.272596210 -6.596016e-02 -0.551939370 0.083308545
## [709,] -0.118089351 0.273383493 -1.352122e-01 -0.592827008 0.218168910
## [710,] -0.138461813 0.223185178 -3.881063e-01 -0.726843286 0.605183679
## [711,] -0.750967630 0.102953401 -6.620773e-01 -1.368969500 0.676891925
## [712,] -0.118257993 0.255018478 -1.715685e-01 -0.608486471 0.269113388
## [713,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [714,] 0.803673185 -0.318531264 2.865996e-01 1.081733735 0.672923505
## [715,] 1.024012172 0.104546585 -2.192528e+00 2.165560750 0.663932655
## [716,] 0.817279542 0.429156730 -1.090361e+00 -0.215583872 0.460332541
## [717,] -0.105524222 0.265996495 -1.203417e-01 -0.569038045 0.198444730
## [718,] 0.240103459 0.204748696 -2.626070e-01 -0.269299577 -0.297712993
## [719,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [720,] 0.245158432 0.204442625 -3.472461e-01 -0.312954904 -0.145724855
## [721,] -0.124987622 -0.497899585 1.088244e+00 0.626062207 0.697784588
## [722,] -0.509693292 -1.255943927 4.983635e-01 0.886741087 -1.155671919
## [723,] -0.136328288 -0.529615115 9.453484e-01 0.555194949 0.918298522
## [724,] 0.247648398 0.204410099 -4.619550e-01 -0.381592943 0.021060416
## [725,] 0.499738703 1.523253374 -2.205423e+00 0.007540589 2.470102065
## [726,] -0.160271391 -0.568771968 7.142448e-01 0.418085938 1.269997221
## [727,] -0.141166268 0.217644807 -4.211015e-01 -0.745788110 0.655136221
## [728,] 0.236143585 0.185974722 -4.572300e-01 -0.376104317 0.020783620
## [729,] 0.577866811 0.395170031 -9.038274e-01 -0.353094774 0.470939406
## [730,] -0.112318755 0.276742098 -6.915275e-02 -0.543709990 0.122309103
## [731,] -0.132297642 0.222451711 -3.295019e-01 -0.686785441 0.522925553
## [732,] -0.100115313 0.277077237 -5.435133e-02 -0.531148398 0.098539645
## [733,] -0.133414592 0.241988057 -3.221850e-01 -0.700181009 0.501233317
## [734,] -0.114483412 0.280770654 -9.121862e-02 -0.567567243 0.151565521
## [735,] -0.103233973 0.281013280 2.285690e-02 -0.481370757 -0.035775206
## [736,] 0.238632574 0.212898229 -4.059195e-01 -0.364240119 -0.067512006
## [737,] -0.148913776 -0.537041557 8.571549e-01 0.488952804 1.049490927
## [738,] -1.052224702 0.226746307 -2.443758e-01 -1.500944438 0.475961486
## [739,] -1.036303299 0.253723630 -2.037130e-01 -1.489910033 0.440268100
## [740,] -0.755475053 0.093719449 -7.170693e-01 -1.400544206 0.760146162
## [741,] -0.319669351 0.431973386 -5.621258e-01 -1.013526983 0.042001959
## [742,] 0.811598804 0.453446165 -9.807964e-01 -0.169146979 0.253827398
## [743,] -0.171611115 -0.178658791 -1.278822e+00 1.555567291 0.804141093
## [744,] -0.114267947 0.259387518 -1.095339e-01 -0.560486617 0.189908604
## [745,] -0.137859172 -0.520800136 8.867974e-01 0.508405372 0.994472828
## [746,] 0.206346236 -0.603558196 6.672682e-01 0.775800472 0.630491271
## [747,] -0.092757213 0.305512559 5.202025e-02 -0.476482124 -0.068964941
## [748,] -1.027288451 0.272191533 -9.372900e-02 -1.426760621 0.273759625
## [749,] -0.118296926 0.259022001 -1.413819e-01 -0.579753332 0.207026613
## [750,] -0.104567079 0.301085348 2.976375e-02 -0.498102889 -0.031593801
## [751,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [752,] 0.258806568 0.230992041 -2.372088e-01 -0.256537225 -0.318317149
## [753,] -0.494855602 -1.215673915 7.402058e-01 1.021174157 -1.519952020
## [754,] 0.230345268 -0.551357062 8.614075e-01 0.875413224 0.347538824
## [755,] -0.116682391 0.239414554 -3.450879e-01 -0.694093764 0.537822295
## [756,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [757,] -1.830713710 -1.270994487 8.621820e-01 -0.127435885 -0.666521832
## [758,] -0.801613457 0.299859514 -4.269228e-01 -1.391054465 0.474572389
## [759,] 0.359347331 0.396263413 -3.254072e-01 -0.246874232 -0.131147282
## [760,] -0.509450226 -0.340626512 -1.214629e+00 -0.537682064 -1.764984287
## [761,] 1.204380120 0.466832514 -8.115679e-01 0.312037560 -0.697887416
## [762,] -0.151560535 -0.442385542 1.595223e-01 0.262633824 0.804571234
## [763,] 0.242238513 0.220285391 -3.619259e-01 -0.338980354 -0.134115396
## [764,] 0.235900399 -0.526615321 9.457823e-01 0.917449615 0.213335933
## [765,] -0.823297748 -0.404929171 -1.718715e-01 -0.365676956 -1.763909810
## [766,] -0.168443651 -0.613869093 1.007617e+00 0.698147172 0.646718641
## [767,] -0.672029961 -1.354308407 9.547046e-01 0.580980878 -1.070969524
## [768,] -1.423398104 -0.476290254 1.235054e+00 -0.529935828 1.258951359
## [769,] -0.145847635 -0.539223323 8.902191e-01 0.519124998 1.003583662
## [770,] -1.416547913 -0.453793795 1.322972e+00 -0.490643669 1.121699302
## [771,] -1.385869710 0.342970256 3.122207e-01 -1.576570225 0.324675092
## [772,] -0.091043831 0.301831169 2.872025e-02 -0.483881007 -0.026275616
## [773,] -1.052530025 0.220481404 -4.016841e-01 -1.603578976 0.739983354
## [774,] 0.247591057 0.245353173 -1.386963e-01 -0.209683539 -0.502087625
## [775,] -1.065234897 -0.525359800 9.862745e-01 -0.299946428 0.935923470
## [776,] -1.754494877 -0.395492859 -9.807264e-02 -1.206369147 -1.794198862
## [777,] -0.087437892 0.309218331 7.271384e-02 -0.458621242 -0.092879006
## [778,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [779,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [780,] -1.089362053 -0.639069327 9.061209e-01 -0.217880677 0.918770373
## [781,] -0.076529510 0.311798752 8.397194e-02 -0.443315418 -0.113599298
## [782,] -1.791483474 -1.205184442 8.356901e-01 -0.164647179 -0.880618720
## [783,] -2.148745196 -1.154268106 1.095468e+00 -0.388321639 -0.574241679
## [784,] -1.783370111 -1.188563329 9.346756e-01 -0.107812708 -1.030476347
## [785,] -1.051712626 -0.497657945 1.151250e+00 -0.205222309 0.686160758
## [786,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [787,] -1.049881935 0.240008815 -2.114497e-01 -1.493226984 0.421963667
## [788,] -1.245078411 -0.651106041 1.233562e+00 -0.736917498 1.332939048
## [789,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [790,] -1.775256748 -1.171942216 1.033661e+00 -0.050978237 -1.180333974
## [791,] -2.139190551 -1.126231275 1.216381e+00 -0.330084656 -0.761446278
## [792,] -1.772162885 -0.440150803 -3.179715e-01 -1.321440601 -1.457136636
## [793,] -0.112042190 0.238707471 -2.035002e-01 -0.600168958 0.303858365
## [794,] -2.123316646 -1.147967574 1.223779e+00 -0.287991016 -0.782925126
## [795,] -2.094989100 -0.328721403 2.045864e-01 -1.401789329 -1.553152303
## [796,] -1.419224647 0.274639014 -9.471994e-02 -1.810223051 0.940756448
## [797,] 0.271987511 0.281229472 1.021169e-03 -0.130587293 -0.683593362
## [798,] 0.237703368 -0.522921740 9.677791e-01 0.930079497 0.180034238
## [799,] -0.854100065 -0.641413271 1.380794e+00 -0.268362842 0.414525929
## [800,] 0.843064987 0.723967098 -1.150019e+00 1.487299836 2.523052477
## [801,] 0.239360116 -0.532889159 9.713914e-01 0.938562636 0.181030350
## [802,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [803,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [804,] -1.759903786 -0.406573601 -1.640630e-01 -1.244258794 -1.694293777
## [805,] -1.052614110 -0.499504735 1.140252e+00 -0.211537250 0.702811606
## [806,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [807,] -1.049008171 -0.492117574 1.184246e+00 -0.186277485 0.636208216
## [808,] -18.880583259 17.158955222 -3.719496e+00 14.833707168 -0.851773248
## [809,] 0.207415549 -0.620390781 4.278832e-01 0.646096630 1.005289225
## [810,] -1.054417080 -0.503198316 1.118255e+00 -0.224167133 0.736113301
## [811,] 0.238320453 -0.515280501 1.147814e+00 1.039897143 -0.098046746
## [812,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [813,] -1.029147785 0.282484992 4.151343e-02 -1.347983336 0.038994176
## [814,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [815,] -1.030049270 0.280638202 3.051504e-02 -1.354298277 0.055645023
## [816,] -1.053487874 0.232621654 -2.554433e-01 -1.518486749 0.488567056
## [817,] -1.234260594 -0.628944557 1.365543e+00 -0.661138203 1.133128879
## [818,] -1.046275996 0.247395976 -1.674561e-01 -1.467967219 0.355360277
## [819,] -1.042670057 0.254783137 -1.234625e-01 -1.442707454 0.288756887
## [820,] -1.776670309 -0.449384754 -3.729635e-01 -1.353015307 -1.373882399
## [821,] -1.396687527 0.320808772 1.802400e-01 -1.652349519 0.524485262
## [822,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [823,] -1.791629696 -1.218845442 8.173057e-01 -0.168793923 -0.846320914
## [824,] -0.096079151 0.323708931 1.766305e-01 -0.419386735 -0.262678940
## [825,] -2.137387581 -1.122537695 1.238378e+00 -0.317454773 -0.794747973
## [826,] -0.122624496 -0.469823638 1.194493e+00 0.676232844 0.532318545
## [827,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [828,] -1.057121534 -0.508738687 1.085260e+00 -0.243111956 0.786065843
## [829,] -0.145903999 -0.525236283 1.047458e+00 0.610532166 0.735516517
## [830,] -0.137104617 -0.485385243 1.175758e+00 0.666600951 0.530664959
## [831,] -2.151595873 -1.173469476 1.044088e+00 -0.411413207 -0.489991330
## [832,] -1.406631581 -0.433479101 1.443955e+00 -0.421179315 0.938539980
## [833,] -2.122936104 -0.359015870 2.965551e-02 -1.517050271 -1.292056929
## [834,] -1.408434550 -0.437172682 1.421958e+00 -0.433809198 0.971841675
## [835,] -1.770152202 -0.438731409 -1.637296e-01 -1.231412487 -1.708033748
## [836,] -0.149871626 -0.524901308 1.003396e+00 0.574045030 0.798074630
## [837,] -1.076389213 0.116929276 -2.226264e-01 -1.358412375 0.285570438
## [838,] -1.079443188 -0.576291581 7.919848e-01 -0.393904861 1.240680113
## [839,] -0.874834215 -0.683889449 1.127831e+00 -0.413606491 0.797495420
## [840,] -1.047205202 -0.488423993 1.206242e+00 -0.173647603 0.602906521
## [841,] -1.033655209 0.273251041 -1.347855e-02 -1.379558042 0.122248413
## [842,] -1.391424841 0.318228514 2.278460e-01 -1.618606616 0.458877983
## [843,] -0.107327898 0.309532017 1.540078e-01 -0.425640546 -0.249708403
## [844,] -0.128089769 -0.466917340 1.285742e+00 0.729750364 0.364156485
## [845,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [846,] -1.067597318 -0.560193999 8.900773e-01 -0.328502825 1.074336475
## [847,] -0.119047200 0.285523742 1.102862e-02 -0.507734782 -0.033247387
## [848,] -1.394884558 0.324502352 2.022368e-01 -1.639719637 0.491183567
## [849,] -0.118117072 -0.460589686 1.249485e+00 0.707807550 0.449064307
## [850,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## [851,] -1.743677060 -0.373331375 3.390812e-02 -1.130589852 -1.994009031
## [852,] 0.247647422 0.231366133 -2.959355e-01 -0.301090707 -0.234020481
## [853,] -0.125385315 -0.461376969 1.318737e+00 0.748695188 0.314203942
## [854,] -0.445245242 -0.407083300 -2.055988e-01 -0.012640869 -2.411563130
## [855,] -1.091016268 -0.586638856 6.673901e-01 -0.471852353 1.422843323
## [856,] -1.787877535 -1.197797281 8.796836e-01 -0.139387414 -0.947222110
## [857,] -1.028246300 0.284331783 5.251183e-02 -1.341668395 0.022343328
## [858,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [859,] -1.402997921 0.307881239 1.032512e-01 -1.696554108 0.641041194
## [860,] -1.061357128 -0.553342815 8.547136e-01 -0.359013204 1.175730308
## [861,] -1.403899405 0.306034449 9.225281e-02 -1.702869049 0.657692041
## [862,] -1.427511953 -0.489616278 1.172607e+00 -0.570569707 1.355807278
## [863,] 0.277873197 -0.450522661 1.396854e+00 1.180857451 -0.471379714
## [864,] -2.140778055 -1.151307992 1.176069e+00 -0.335633912 -0.689801499
## [865,] -2.122062340 -1.091142259 1.425351e+00 -0.210100772 -1.077812379
## [866,] -0.843790240 -0.432616850 -2.993524e-01 -0.442285886 -1.591868618
## [867,] -0.064901749 0.382344122 5.136932e-01 -0.220245475 -0.764231089
## [868,] -2.135584612 -1.118844114 1.260375e+00 -0.304824891 -0.828049668
## [869,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [870,] -1.070282118 -0.544162679 9.203532e-01 -0.326608705 1.039873832
## [871,] -1.421956822 -0.464874537 1.256982e+00 -0.528533316 1.221604387
## [872,] -1.389475649 0.335583094 2.682272e-01 -1.601829990 0.391278482
## [873,] -1.403025642 -0.426091940 1.487948e+00 -0.395919550 0.871936591
## [874,] -0.842534958 -0.402747569 -2.637999e-01 -0.444897878 -1.631674975
## [875,] 0.237141197 0.209796426 -3.204084e-01 -0.309045462 -0.236714444
## [876,] -0.853526719 -1.172543231 9.705319e-01 0.775810642 -1.166671602
## [877,] -1.236063564 -0.632638137 1.343546e+00 -0.673768086 1.166430574
## [878,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [879,] 0.232322181 0.199970697 -4.829083e-01 -0.408444708 0.049043926
## [880,] 0.117231320 0.027907789 -1.400755e+00 1.575490858 0.863724641
## [881,] -1.435479094 -0.492576391 1.092006e+00 -0.623257435 1.471367098
## [882,] -0.137978381 0.246741145 -2.199377e-01 -0.640348548 0.316420410
## [883,] -1.080124649 0.097372961 -2.841591e-01 -1.388621904 0.389043874
## [884,] 0.242453978 0.198902254 -3.802413e-01 -0.331899728 -0.095772313
## [885,] 0.212953118 -0.586820530 8.035075e-01 0.859910184 0.384695483
## [886,] 0.231108575 -0.530054824 1.059827e+00 0.989377613 0.035160033
## [887,] -1.088819723 -0.587037348 6.819318e-01 -0.468281644 1.403143310
## [888,] 0.220734258 -0.565406853 8.977334e-01 0.908583408 0.266676278
## [889,] -1.405702375 0.302340868 7.025601e-02 -1.715498932 0.690993736
## [890,] -0.089240862 0.305524750 5.071705e-02 -0.471251124 -0.059577311
## [891,] -0.125085764 0.237226034 -2.415147e-01 -0.636265912 0.389718773
## [892,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [893,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [894,] -1.398489521 0.290159158 -7.776262e-03 -1.745481638 0.812867853
## [895,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [896,] -0.113638292 0.296604484 7.701900e-02 -0.469845134 -0.133152471
## [897,] -0.114539776 0.294757694 6.602061e-02 -0.476160076 -0.116501624
## [898,] -1.404828611 -0.429785520 1.465951e+00 -0.408549433 0.905238285
## [899,] -0.887455002 -0.709744514 9.738531e-01 -0.502015668 1.030607284
## [900,] -1.407289879 0.277264152 2.994389e-02 -1.721048188 0.762638514
## [901,] -0.104623444 0.315072388 1.870030e-01 -0.406695722 -0.299660946
## [902,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [903,] -0.129836374 -0.484597961 1.106506e+00 0.625713314 0.665525324
## [904,] -0.686474783 -1.351441390 1.001753e+00 0.593516018 -1.174542570
## [905,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [906,] -1.374995528 0.351144700 2.869623e-01 -1.592198097 0.392932068
## [907,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [908,] -1.056163685 -0.520878936 9.390193e-01 -0.328204183 1.037482140
## [909,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [910,] -1.026443331 0.288025363 7.450862e-02 -1.329038512 -0.010958367
## [911,] -1.395786043 0.322655562 1.912384e-01 -1.646034578 0.507834414
## [912,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [913,] -1.029091421 0.268497953 -1.157258e-01 -1.439390503 0.307061320
## [914,] -1.058924504 -0.512432268 1.063263e+00 -0.255741839 0.819367538
## [915,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## PC11 PC12 PC13 PC14 PC15
## [1,] 0.3164562975 -0.6065573783 1.927808e-01 -1.950261e-02 -1.670734025
## [2,] 0.4689121553 0.6289083387 1.323065e-01 6.978921e-02 -1.531520519
## [3,] 0.0611489941 -1.4358576201 1.840870e-01 -2.348093e-01 -1.631976347
## [4,] 0.5708944645 0.1819459631 -4.707790e-02 2.319494e-01 -0.608977173
## [5,] 0.2749341604 -0.5677473221 2.051919e-01 -2.216298e-01 -1.699571675
## [6,] -0.2682008748 -1.5550684022 1.824038e-01 -1.273142e-01 -1.440530403
## [7,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [8,] 0.2793231911 -0.6528942029 5.100358e-02 5.461508e-02 -1.658514717
## [9,] -0.5056088215 -0.8340578313 3.702440e-01 -3.574900e-01 -1.658634459
## [10,] -0.7125475426 -1.6860211589 1.996366e-01 -2.482755e-01 -1.244033146
## [11,] -0.5168743779 -0.8411138113 2.305873e-01 -1.244953e-01 -1.301310645
## [12,] -0.9154184946 -1.6679126233 2.249560e-01 -3.686885e-01 -1.204027985
## [13,] -0.7300508330 -1.6267437550 2.197426e-01 -3.213831e-01 -1.285176256
## [14,] -0.1636423452 -0.6994986708 2.402665e-01 -1.029920e-01 -1.504750299
## [15,] -0.1892303875 -0.7512128364 2.082663e-01 -1.562064e-01 -1.444928306
## [16,] -0.9802935317 -0.9440359821 2.436208e-01 -2.427588e-01 -1.098439965
## [17,] 0.9859778713 -1.2612504025 1.372065e-01 7.748161e-02 -1.992493680
## [18,] 0.0217253164 -0.6583298025 2.350531e-01 -5.568661e-02 -1.585898571
## [19,] -0.1945369554 -0.7063601489 2.411354e-01 -1.108763e-01 -1.491225587
## [20,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [21,] 0.1714733818 -1.3600881673 3.321362e-01 -2.154265e-01 -1.672158328
## [22,] -0.9360076016 -0.8710356221 2.619890e-01 -3.000979e-01 -1.166632500
## [23,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [24,] -0.8876097010 -0.9234515479 2.410141e-01 -2.191061e-01 -1.139014101
## [25,] -0.5201361202 -0.8657907130 7.924759e-02 -1.142625e-01 -1.308202031
## [26,] -1.1213752632 -0.9122044904 2.672024e-01 -3.474033e-01 -1.085484228
## [27,] -0.8742183811 -0.8573126660 2.602512e-01 -2.843294e-01 -1.193681924
## [28,] -0.3490100067 -0.7406675391 2.454799e-01 -1.502974e-01 -1.423602027
## [29,] -0.6521466452 -0.7890193136 4.098864e-01 -2.439762e-01 -1.280777994
## [30,] -1.0286914324 -0.8916200562 2.645957e-01 -3.237506e-01 -1.126058364
## [31,] -0.2857041652 -1.4957909984 2.025097e-01 -2.004218e-01 -1.481673514
## [32,] 0.0888211048 -0.6894595340 2.004462e-01 -8.524823e-02 -1.566650714
## [33,] -1.0904806529 -0.9053430123 2.663335e-01 -3.395191e-01 -1.099008940
## [34,] -0.7197453298 -0.8230052757 2.559067e-01 -2.449083e-01 -1.261305484
## [35,] -0.1770336650 -0.7656375527 2.210294e-01 -3.776868e-02 -1.450082476
## [36,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [37,] -1.0729773625 -0.9646204162 2.462275e-01 -2.664115e-01 -1.057865829
## [38,] -0.1532886850 0.0279242474 4.147153e-01 4.195060e-02 -1.760667278
## [39,] -0.4972279375 -0.7020917831 2.408315e-01 -1.591407e-01 -1.377085386
## [40,] -0.1403295906 -0.7385130687 3.758780e-01 -4.472083e-02 -1.456030275
## [41,] -0.5477689881 -0.8479752893 2.314562e-01 -1.323795e-01 -1.287785933
## [42,] -0.2854218309 -1.4996350710 2.019142e-01 -2.003946e-01 -1.482330482
## [43,] 0.0424573484 -0.3261531851 9.132025e-02 5.766920e-02 -0.961906265
## [44,] -0.5754348567 -0.4633827461 1.086982e-01 -1.000155e-01 -0.691412025
## [45,] -0.0502264823 -0.3467376192 9.392695e-02 3.401650e-02 -0.921332129
## [46,] -0.7165165881 -0.4315512544 1.322798e-01 -2.046600e-01 -0.678456288
## [47,] -0.3575582141 -0.2196253891 4.080251e-02 -2.470174e-02 -0.494660411
## [48,] -0.5295345558 -0.1946553755 6.525299e-02 -1.372305e-01 -0.468179962
## [49,] -0.3440497755 0.0032099832 -2.251288e-02 7.019991e-03 -0.225875603
## [50,] -0.1396815714 0.0241319679 -2.709321e-02 5.061203e-02 -0.297908798
## [51,] -0.3559438432 -0.0238983784 -2.101092e-02 -4.577617e-03 -0.203235814
## [52,] -2.5411574009 -0.0131668990 2.392970e-02 -5.633984e-02 -0.767201505
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## [629,] 0.8260890780 0.3116453539 9.554499e-02 -3.723814e-03 0.670702422
## [630,] 0.0663881158 0.0601488945 -4.757379e-02 -1.588885e-02 1.403808858
## [631,] 0.7852700894 1.8138128439 -1.682732e-01 3.392012e-01 0.225267968
## [632,] 0.2827765855 0.9593736177 -3.109545e-01 3.043500e-01 0.720448578
## [633,] 0.0649451181 0.8800964534 -3.291775e-01 3.249657e-01 0.862638095
## [634,] 1.0562096901 -1.0296655384 5.593537e-02 1.134159e-02 0.038920929
## [635,] 0.5046858326 0.2555439128 -7.544682e-02 2.896523e-01 -0.547731054
## [636,] 0.6019446935 0.2350994774 -1.068419e-01 2.679217e-01 -0.543609978
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## [643,] 0.7179004016 -1.1160968577 5.547730e-02 -2.056022e-01 0.209018642
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## [645,] -3.4918982384 -0.2142481500 -1.544691e-01 -1.393630e-01 -0.279515572
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## [647,] -0.0868760861 -0.5256488717 1.193010e-01 -3.446995e-01 0.591683217
## [648,] 0.3900450259 0.2027189121 -4.991905e-02 4.482950e-01 -0.492543427
## [649,] -3.3591215823 -0.5965709364 1.479515e-01 -5.202703e-01 0.433989226
## [650,] 1.1021853894 3.4711248293 1.419839e+01 -5.412592e-01 1.158129770
## [651,] 0.0355274396 0.9499545009 -3.224302e-01 1.334476e-01 0.825992187
## [652,] 0.5932108610 0.3725210320 -1.241585e-01 1.382673e-01 1.465313352
## [653,] 0.6726982419 -0.3054497910 -3.221413e-01 -1.958648e-01 1.340207248
## [654,] 1.0018893846 -1.2664016556 1.412444e-01 1.656345e-01 -0.224710683
## [655,] -0.1385505267 -0.6839887629 3.732198e-01 -3.286576e-01 -0.077988934
## [656,] 0.3247170028 0.1240496493 -8.467565e-02 3.048453e-01 -0.417631414
## [657,] -0.2597358759 0.1063090310 -5.817372e-02 9.974130e-02 -0.191563455
## [658,] -0.4167536433 -0.0406258239 -6.382207e-02 1.156237e-01 -0.093038326
## [659,] 0.3853990467 -1.1611248903 1.071822e-01 -1.285350e-01 0.308598060
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## [661,] -0.1362035774 0.8599525238 9.997930e-02 3.275964e-02 -0.541840353
## [662,] 0.0100897341 0.1496043366 -6.094892e-02 1.634774e-01 -0.330678694
## [663,] 0.7307722632 0.2662049416 -1.066689e-01 3.784499e-01 -0.574730012
## [664,] -0.1387021510 0.0211274786 -7.164216e-02 1.865818e-01 -0.214760734
## [665,] 0.8308528912 0.2687253621 -1.036463e-01 4.415751e-01 -0.641178095
## [666,] 0.6913855306 0.4962838644 -1.418781e-01 3.570547e-01 -0.336797760
## [667,] -1.3880802486 -0.4266162543 -3.000349e-01 1.649434e-01 0.800198391
## [668,] 0.6268166896 -0.3089003070 -1.597858e-01 -1.034023e-01 1.371252925
## [669,] -0.4839416957 0.0359766152 -4.764203e-02 3.735678e-02 -0.114940270
## [670,] 0.1263288172 0.1466020229 -1.065715e-01 3.122053e-02 -0.335585128
## [671,] 0.6716302788 -0.3547160105 2.559459e-01 -1.488735e-01 -0.091909567
## [672,] -0.1874746499 0.1228601846 -6.849862e-02 -2.265714e-03 -0.244376252
## [673,] -0.0650908063 0.0697424986 -7.844820e-02 2.129322e-01 -0.248961447
## [674,] -0.3713104292 -0.5594950490 3.273344e-01 -2.531224e-01 0.318426477
## [675,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [676,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [677,] 0.7891567578 -0.3629607543 2.753802e-01 1.116806e-01 -0.140533006
## [678,] 0.5718738849 0.1789414737 -9.162685e-02 3.679192e-01 -0.525829110
## [679,] 0.2502818565 0.1247311549 -9.221581e-02 1.706132e-01 -0.387686856
## [680,] 0.4992831413 -0.4596061207 2.882685e-01 3.014050e-02 -0.011659309
## [681,] 0.8370505046 0.3025089561 -1.268507e-01 2.125638e-01 -0.646998722
## [682,] 0.6870057913 -1.1229583358 5.634620e-02 -2.134864e-01 0.222543354
## [683,] -2.4445673062 0.7566417011 -1.670846e-01 2.703991e-01 -0.660817184
## [684,] -0.3224554417 0.1756856209 -1.282422e-01 1.594005e-01 0.157812136
## [685,] -0.1663680196 0.4057200218 -1.944001e-01 2.189458e-01 0.381613174
## [686,] -0.8417899957 1.6045874142 5.734881e-02 -1.423176e-02 0.857706295
## [687,] 0.5896012789 -1.1006068384 8.803574e-02 -1.917617e-01 0.218767497
## [688,] -0.2941456961 -1.3140144181 1.259969e-01 -3.019669e-01 0.605829974
## [689,] 0.5437213066 1.0476220676 -4.643826e-02 2.690451e-01 -0.873232565
## [690,] 0.4494527279 -0.4403740235 2.846370e-01 2.497533e-02 0.007927076
## [691,] -2.4105868794 0.0259035818 -1.848806e-01 1.365852e-01 -0.752880492
## [692,] -0.4049315191 -0.0057337599 -6.889030e-02 1.262056e-01 -0.100189616
## [693,] 0.8207138099 -1.0540504433 -7.923204e-02 -2.369401e-01 0.106885297
## [694,] 4.6026964010 -1.8135365541 6.223775e-02 -6.435342e-02 -0.187419307
## [695,] -0.0649541234 0.0678054879 -7.874928e-02 2.129536e-01 -0.249273197
## [696,] 0.0291622201 0.1215737507 -5.674958e-02 1.607796e-01 -0.337052117
## [697,] 0.9591420046 -1.0988327000 7.113497e-02 8.651011e-02 0.105984605
## [698,] 0.9604832942 0.3318619303 -1.300318e-01 2.440949e-01 -0.700752351
## [699,] 0.3546411193 -1.1699233791 1.077500e-01 -1.363979e-01 0.321811022
## [700,] 0.1060023065 0.5616427921 -1.871825e-01 2.273783e-01 0.211596365
## [701,] 0.1559694028 0.5404736842 -1.838520e-01 2.325648e-01 0.191698231
## [702,] 0.4990388573 1.0074039641 -3.170368e-01 3.595396e-01 0.625775594
## [703,] 0.6326926116 -1.1081700766 9.992995e-02 -6.543982e-02 0.200088614
## [704,] -0.0481913076 0.5156179061 -2.316106e-03 1.529564e-01 -0.253428098
## [705,] 0.2363692462 -1.2422219788 7.835656e-02 -2.132650e-01 0.422207151
## [706,] 0.2499072582 0.1740479351 -1.100471e-01 6.275748e-02 -0.389683976
## [707,] 0.1823484101 0.1207902504 -8.599490e-02 2.760333e-01 -0.357816111
## [708,] -0.3106784927 0.0460974922 -4.719169e-02 7.405303e-02 -0.188280285
## [709,] -0.0825940967 0.1290199025 -5.834222e-02 1.398247e-01 -0.290104558
## [710,] 0.6462306236 0.3080998373 -8.847376e-02 2.105826e-01 -0.611802513
## [711,] 0.9450102102 -0.6578817599 1.484371e-01 1.862874e-02 0.115354416
## [712,] 0.0381532420 0.1397603079 -5.341867e-02 2.431366e-01 -0.338962643
## [713,] -0.2370671480 0.0947125122 -5.399772e-02 1.004035e-01 -0.222480998
## [714,] 0.9242240430 1.0730164309 -3.713484e-01 3.061252e-01 0.485622041
## [715,] -1.8287149070 0.3152569114 -1.073607e-01 1.849611e-02 0.688539863
## [716,] 1.5055404717 1.2975539817 -3.728198e-01 3.934000e-01 0.180358113
## [717,] -0.0945084848 0.1396005461 -7.170083e-02 2.141417e-02 -0.285607356
## [718,] -0.0351153086 -1.2753949898 -3.344619e-02 -2.674918e-01 0.486009044
## [719,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [720,] 0.2060833471 -1.1666031026 8.948567e-02 -4.048576e-01 0.384270923
## [721,] -0.1698346766 0.0616457701 -8.890569e-02 7.086318e-02 -0.203544891
## [722,] 0.7583988305 -0.3717592430 2.759480e-01 1.038177e-01 -0.127320044
## [723,] 0.2500529097 0.1721408731 -1.103416e-01 6.276334e-02 -0.390029194
## [724,] 0.4838923416 -1.1202774502 2.602930e-01 -1.197187e-01 0.275600837
## [725,] -2.8908652970 -0.0451590642 -2.030559e-02 2.823126e-03 -0.511515355
## [726,] 0.8986940736 0.3181389742 -1.282940e-01 2.283264e-01 -0.673702927
## [727,] 0.7389144544 0.3286842715 -9.108046e-02 2.342353e-01 -0.652376649
## [728,] 0.5150294496 -1.0979883221 8.079668e-02 -3.260152e-01 0.249023803
## [729,] 1.2198226466 1.0043830126 -2.802763e-01 5.313349e-01 0.016131331
## [730,] -0.2497130738 0.1091169739 -6.327568e-02 -1.806020e-02 -0.219585865
## [731,] 0.5104554602 0.2950786414 -9.776127e-02 6.060802e-02 -0.552549494
## [732,] -0.2798761463 0.0984316778 -6.648743e-02 -2.589124e-02 -0.204459084
## [733,] 0.4426142777 0.2456650293 -7.311351e-02 2.738567e-01 -0.520024662
## [734,] -0.2061725377 0.1015739903 -5.486662e-02 1.082877e-01 -0.236005710
## [735,] -0.4998493639 0.0257041751 -2.082597e-01 -7.087414e-02 -0.118936524
## [736,] 0.3236098262 -1.1748478464 1.089200e-01 -1.443035e-01 0.335647484
## [737,] 0.4788154559 0.2076738198 -1.068515e-01 2.364108e-01 -0.487252093
## [738,] 0.0005011767 -0.4602117500 1.495634e-01 -2.757167e-01 0.504811799
## [739,] -0.0986092142 -0.4671700598 1.572487e-01 -1.782080e-01 0.548864224
## [740,] 1.0994832614 -0.6235743696 1.440926e-01 5.804992e-02 0.047730856
## [741,] 0.0179902151 0.1125648203 -2.659892e-02 -9.688066e-02 1.376190459
## [742,] 1.1169310625 1.1446335251 -3.344148e-01 5.172243e-01 0.355281355
## [743,] -2.9324258157 -0.9634002277 9.421562e-02 -2.832715e-01 -0.314228192
## [744,] -0.1074367450 0.1578490804 -8.038328e-02 -9.707669e-02 -0.282055255
## [745,] 0.3677160717 0.1619591187 -9.120829e-02 3.233387e-01 -0.438964383
## [746,] 0.6837440490 -1.1476352374 -9.499352e-02 -2.032537e-01 0.215651968
## [747,] -0.6075201367 0.0085307030 -4.416644e-02 5.819842e-03 -0.060841422
## [748,] -0.4075553168 -0.5357848404 1.659377e-01 -2.570503e-01 0.684111344
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## [750,] -0.5460132505 0.0260977317 -4.530873e-02 2.156113e-02 -0.087233879
## [751,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [752,] -0.1209747570 -1.2584208335 1.080204e-01 -3.730991e-01 0.529835872
## [753,] 0.0785807219 -0.5207747494 2.953649e-01 -6.965682e-02 0.170535369
## [754,] 0.1126541223 -1.2677308804 8.213325e-02 -2.448232e-01 0.476617749
## [755,] 0.5103586138 0.2777439295 8.057177e-02 2.747946e-01 -0.539842391
## [756,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [757,] 0.0300035351 1.2924544365 1.474849e-01 8.465040e-02 -0.541869909
## [758,] 0.2428458695 -0.1959667906 8.587741e-02 -7.135726e-02 0.691516990
## [759,] -0.1529766998 0.4718589037 -1.751630e-01 1.537224e-01 0.326945351
## [760,] 1.0230058494 0.9146516342 8.033457e-02 -5.220818e-02 0.927701631
## [761,] 0.2873505750 -0.4336933458 -1.323966e-01 -8.227324e-02 1.522021876
## [762,] 0.6194606103 0.3774761367 -1.060168e-01 3.481166e-01 1.436360490
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## [768,] -0.4808832865 0.7637941609 -3.519810e-02 5.786633e-02 -0.039222996
## [769,] 0.4043803095 0.2083553254 -1.143916e-01 1.021787e-01 -0.457307535
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## [772,] -0.5402037864 0.0463607377 1.104088e-01 6.724745e-03 -0.079656965
## [773,] 0.4574937704 -0.3436634549 1.416085e-01 -3.629173e-02 0.305419409
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## [787,] -0.1104313384 -0.5020621238 1.623170e-01 -1.887900e-01 0.556015514
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## [793,] 0.1482283538 0.2273548290 -9.297488e-02 -2.675357e-02 -0.373517087
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## [798,] -0.2149898681 -1.3576318552 1.044542e-01 -2.131122e-01 0.620235410
## [799,] -1.1932399495 -0.7812443758 1.719894e-01 -3.879173e-01 1.061408467
## [800,] -2.8826866807 -1.5381614451 -1.282731e-02 -3.030569e-01 0.305919559
## [801,] -0.1962919803 -1.3363456609 9.082224e-02 -3.236656e-01 0.611864869
## [802,] -0.5563472019 -0.6642616984 1.552445e-01 -2.339459e-01 0.800029305
## [803,] -0.2337264044 0.8186859853 -4.214930e-02 1.209402e-01 -0.147420692
## [804,] -0.5892260049 0.1632580307 3.749501e-01 -2.424405e-01 0.444433273
## [805,] -0.5872418122 -0.6711231765 1.561134e-01 -2.418301e-01 0.813554017
## [806,] -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
## [807,] -0.7108202532 -0.6985690887 1.595890e-01 -2.733671e-01 0.867652865
## [808,] 3.4264990005 -0.6540487564 -1.340289e-02 1.644030e-01 -0.124999067
## [809,] 1.3229041831 -0.9798904850 2.074488e-01 4.779955e-02 -0.045528142
## [810,] -0.5254525916 -0.6574002204 1.543756e-01 -2.260617e-01 0.786504593
## [811,] -0.7193154791 -1.5025704102 1.231675e-01 -3.486574e-01 0.843503350
## [812,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [813,] -0.8210073744 -0.6598761190 1.823017e-01 -3.701274e-01 0.867083890
## [814,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [815,] -0.7901127641 -0.6530146409 1.814328e-01 -3.622431e-01 0.853559178
## [816,] 0.0131471026 -0.4746162116 1.588414e-01 -1.572530e-01 0.501916666
## [817,] -0.7961840057 0.7010218024 -1.786422e-02 1.012010e-01 0.084013913
## [818,] -0.2340097795 -0.5295080360 1.657926e-01 -2.203269e-01 0.610114362
## [819,] -0.3575882205 -0.5569539482 1.692682e-01 -2.518638e-01 0.664213210
## [820,] 0.0160202744 0.3148920533 3.482942e-01 -2.032195e-01 0.176834166
## [821,] -0.8564759741 0.7263293665 4.612623e-03 8.611613e-03 0.079035304
## [822,] 0.2496238832 -1.1741460862 9.789472e-02 -2.785096e-01 0.367851078
## [823,] 0.0030781580 0.2487734261 3.255720e-01 -1.379701e-01 0.233761026
## [824,] -0.9693178254 -0.0991861221 -1.168747e-02 1.013887e-01 0.102543901
## [825,] -0.8543481963 1.4352942879 1.841063e-01 1.463322e-01 -0.194274506
## [826,] -0.4976153499 -0.0263181941 -6.628361e-02 1.025529e-01 -0.059615480
## [827,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [828,] -0.4327687609 -0.6368157862 1.517689e-01 -2.024090e-01 0.745930457
## [829,] -0.0708609686 0.0705410906 -9.628991e-02 -2.666686e-02 -0.247285566
## [830,] -0.4785428639 -0.0543487800 -6.208427e-02 9.985519e-02 -0.065988902
## [831,] -0.2612986395 1.6013530269 1.446873e-01 6.711554e-02 -0.456719442
## [832,] -1.0861295658 0.6121601383 -8.542158e-03 1.864530e-02 0.228376111
## [833,] -0.7791676559 1.5151561260 2.016056e-01 9.687731e-02 -0.275991753
## [834,] -1.0243403453 0.6258830944 -1.027996e-02 3.441377e-02 0.201326687
## [835,] -0.5463212063 0.1519101019 2.212882e-01 -2.631338e-01 0.418973578
## [836,] 0.0344687881 0.0767210632 -8.961866e-02 1.154495e-01 -0.290754835
## [837,] -0.4454389931 -0.5289354003 1.557968e-01 -3.743118e-01 0.680556843
## [838,] 0.4383322883 -0.4090037448 1.045298e-01 -2.106675e-01 0.361763113
## [839,] -0.4826639136 -0.6234303807 1.520047e-01 -2.065798e-01 0.750340091
## [840,] -0.7726094737 -0.7122920448 1.613268e-01 -2.891356e-01 0.894702288
## [841,] -0.6665343231 -0.6255687287 1.779572e-01 -3.307062e-01 0.799460330
## [842,] -0.9613565273 0.7201696487 -5.543780e-03 -1.334788e-01 0.124763610
## [843,] -0.9285706979 -0.0911320688 -2.981370e-02 -8.363168e-02 0.082213955
## [844,] -0.7874889664 -0.1229635605 -5.339527e-02 2.101284e-02 0.069258218
## [845,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [846,] 0.1441306300 -0.4964571373 1.303596e-01 -1.756758e-01 0.492541589
## [847,] -0.5269407645 -0.0019328542 -4.110939e-02 1.886338e-02 -0.093607301
## [848,] -0.9182651946 0.7126064104 6.350422e-03 -7.156858e-03 0.106084728
## [849,] -0.6520884012 -0.0606255843 -6.193911e-02 6.313176e-02 0.008008080
## [850,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## [851,] -1.1453289895 0.0397514258 3.905903e-01 -3.843567e-01 0.687878088
## [852,] 0.0146637236 -1.2434626269 1.176090e-01 -2.231459e-01 0.470894603
## [853,] -0.8801727972 -0.1435479947 -5.078857e-02 -2.639869e-03 0.109832354
## [854,] -0.5818999198 -0.5853253786 4.894353e-01 -3.231697e-01 0.420988124
## [855,] 0.7594751133 -0.3548136806 1.086039e-01 -1.338747e-02 0.221361822
## [856,] -0.2009873914 0.1863183634 3.444174e-01 -7.472210e-02 0.323279840
## [857,] -0.8519019846 -0.6667375970 1.831706e-01 -3.780116e-01 0.880608602
## [858,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [859,] -0.6402137023 0.7743597129 -1.469674e-03 6.380126e-02 -0.015637680
## [860,] 0.2956813612 -0.4084190711 1.038060e-01 -2.395067e-01 0.422235383
## [861,] -0.6093190921 0.7812211910 -2.338573e-03 7.168550e-02 -0.029162392
## [862,] -0.2950664215 0.8049832839 -4.389665e-02 1.051978e-01 -0.118112231
## [863,] -1.4197340167 -1.6271365612 1.380469e-01 -5.205915e-01 1.147353959
## [864,] -0.6320339625 1.5190152903 1.551141e-01 -2.749529e-02 -0.294422898
## [865,] -1.3795565707 1.3186491611 1.988776e-01 1.230018e-02 0.035645597
## [866,] 0.0707812863 0.9857182708 1.089581e-01 2.206377e-02 -0.660263616
## [867,] -1.9053761019 -0.2758073025 -7.077153e-03 -3.253452e-01 0.507853449
## [868,] -0.9161374168 1.4215713318 1.858441e-01 1.305637e-01 -0.167225082
## [869,] 0.8857647727 -1.0156505855 7.036988e-02 -2.314044e-01 0.086727260
## [870,] 0.0488990774 -0.5126276758 1.285885e-01 -1.947249e-01 0.532430198
## [871,] -0.5609211914 0.7288052651 -2.331345e-02 1.526773e-01 -0.001543993
## [872,] -1.1036328562 0.6714375421 1.156382e-02 -5.446227e-02 0.187233000
## [873,] -1.2097080068 0.5847142261 -5.066560e-03 -1.289164e-02 0.282474959
## [874,] -0.0670749990 0.9041237058 1.403885e-01 2.123219e-01 -0.618082191
## [875,] 0.0814170841 -1.2359585757 -4.051339e-02 -1.899226e-01 0.454346625
## [876,] -0.1853468721 0.8318251060 1.109951e-01 1.354549e-01 -0.517686062
## [877,] -0.7343947852 0.7147447585 -1.960202e-02 1.169695e-01 0.056964489
## [878,] -0.4167536433 -0.0406258239 -6.382207e-02 1.156237e-01 -0.093038326
## [879,] 0.5398720980 -1.1268175001 1.028377e-01 -8.911385e-02 0.240974500
## [880,] -2.5216540889 -0.6653813666 3.323641e-01 -1.586908e-01 -0.162941243
## [881,] -0.0975020375 0.8317274359 -3.634694e-02 2.709408e-01 -0.204414673
## [882,] 0.1218460509 0.1421581849 -5.935628e-02 1.844323e-01 -0.377626253
## [883,] -0.2240422966 -0.4855085911 5.485274e-03 -2.265642e-01 0.575168128
## [884,] 0.2987671778 -1.1460186685 8.687897e-02 -3.812048e-01 0.343696787
## [885,] 0.2508850059 -1.2354530956 6.853413e-02 -3.272257e-01 0.436433444
## [886,] -0.4721585971 -1.4476785858 1.162163e-01 -2.855835e-01 0.735305654
## [887,] 0.7290297065 -0.3616549040 1.059876e-01 -2.124569e-02 0.237145572
## [888,] -0.0044977585 -1.3088029168 8.053023e-02 -3.975216e-01 0.527238308
## [889,] -0.5475298715 0.7949441471 -4.076372e-03 8.745397e-02 -0.056211816
## [890,] -0.6019930069 0.0326377816 1.121466e-01 -9.043726e-03 -0.052607541
## [891,] 0.2632985781 0.2401868170 -9.081007e-02 -2.465864e-03 -0.444351798
## [892,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [893,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [894,] -0.3254581356 0.8632374994 1.455588e-01 1.278072e-01 -0.143307886
## [895,] -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
## [896,] -0.7123084261 -0.0431017225 -3.589599e-02 -2.844203e-02 -0.012459029
## [897,] -0.6814138158 -0.0362402444 -3.676489e-02 -2.055780e-02 -0.025983741
## [898,] -1.1479187863 0.5984371822 -6.804359e-03 2.876833e-03 0.255425535
## [899,] -0.0501393700 -0.5273696879 1.398401e-01 -9.620054e-02 0.560994123
## [900,] -0.3870048583 0.8649421933 -3.133082e-02 -1.021420e-01 -0.129310784
## [901,] -1.0212545286 -0.1117165030 -2.720700e-02 -1.072844e-01 0.122788091
## [902,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [903,] -0.2504584678 0.0285736303 -7.323480e-02 1.656268e-01 -0.167813176
## [904,] -0.2657620369 0.7890322533 1.299311e-01 2.312554e-01 -0.497754597
## [905,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [906,] -1.1227053422 0.6994681281 7.364479e-03 -5.176452e-02 0.193606422
## [907,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [908,] 0.0115779070 -0.5058630296 1.345361e-01 -8.144769e-02 0.549433199
## [909,] -0.5563472019 -0.6642616984 1.552445e-01 -2.339459e-01 0.800029305
## [910,] -0.9136912051 -0.6804605531 1.849084e-01 -3.937801e-01 0.907658026
## [911,] -0.8873705844 0.7194678885 5.481522e-03 7.273774e-04 0.092560016
## [912,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [913,] -0.3457660963 -0.5220618843 1.641999e-01 -2.412819e-01 0.657061920
## [914,] -0.3709795404 -0.6230928301 1.500311e-01 -1.866405e-01 0.718881033
## [915,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## PC16 PC17 PC18 PC19
## [1,] -0.1081029113 -1.241729e-02 1.913611e-01 -6.703249e-04
## [2,] 0.1506849796 6.625572e-02 1.887222e-01 7.697420e-04
## [3,] -0.1429273410 2.779900e-04 -2.297292e-01 -1.349715e-02
## [4,] -0.0216692529 -1.333034e-02 -1.962766e-02 -8.960548e-04
## [5,] -0.0480324678 3.857795e-02 -2.659687e-02 -1.211977e-03
## [6,] -0.2135974253 -6.559186e-02 -6.810057e-03 2.083122e-03
## [7,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [8,] -0.0096741946 -9.037396e-03 -2.817639e-02 -8.638320e-04
## [9,] -0.1774496418 -1.799513e-04 -9.871378e-03 3.332761e-03
## [10,] -0.2281697432 -5.884584e-02 -3.723828e-06 2.266048e-03
## [11,] -0.1324263923 -8.649740e-03 -1.646210e-02 -7.737061e-04
## [12,] -0.1679632236 -2.920547e-02 3.507034e-03 2.286082e-03
## [13,] -0.1625410375 -2.594094e-02 9.166082e-04 2.222167e-03
## [14,] -0.0559533144 3.078421e-02 -2.072262e-02 -9.454166e-04
## [15,] -0.1261234296 1.062323e-03 -2.408515e-01 -1.422447e-03
## [16,] -0.1459818576 -1.681105e-02 -9.986039e-03 -6.139196e-04
## [17,] -0.1788180559 -3.903774e-02 1.958857e-01 1.702129e-02
## [18,] -0.0505311283 3.404873e-02 -2.331305e-02 -1.009331e-03
## [19,] -0.0568570121 3.024012e-02 -2.029089e-02 -9.347642e-04
## [20,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [21,] -0.0440984543 -1.204028e-02 -2.341971e-01 1.630101e-02
## [22,] -0.0785457565 1.718202e-02 -9.929182e-03 -6.791058e-04
## [23,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [24,] -0.1432707645 -1.517879e-02 -1.128125e-02 -6.458769e-04
## [25,] -0.0333783920 -8.965082e-03 -1.638794e-02 -6.097933e-04
## [26,] -0.0839679426 1.391749e-02 -7.338756e-03 -6.151912e-04
## [27,] -0.0767383611 1.827019e-02 -1.079266e-02 -7.004106e-04
## [28,] -0.0613755005 2.751968e-02 -1.813220e-02 -8.815020e-04
## [29,] 0.0238153633 2.249587e-02 -1.616072e-02 -7.719839e-04
## [30,] -0.0812568495 1.554976e-02 -8.633969e-03 -6.471485e-04
## [31,] -0.1479687196 -3.268696e-02 -5.889725e-03 2.039240e-03
## [32,] -0.1179901504 5.959112e-03 -2.447371e-01 -1.518319e-03
## [33,] -0.0830642449 1.446158e-02 -7.770494e-03 -6.258436e-04
## [34,] -0.0722198727 2.099063e-02 -1.295135e-02 -7.536728e-04
## [35,] -0.1224857178 -2.664777e-03 -2.121122e-02 -8.908829e-04
## [36,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [37,] -0.1486929506 -1.844332e-02 -8.690826e-03 -5.819623e-04
## [38,] -0.3187132654 5.350216e-02 -2.877953e-02 9.458797e-05
## [39,] -0.3072850788 2.813895e-02 -1.548977e-02 -1.022501e-03
## [40,] -0.0273541795 -1.703624e-03 -2.398885e-02 -8.985416e-04
## [41,] -0.1333300900 -9.193828e-03 -1.603037e-02 -7.630537e-04
## [42,] -0.1484887799 -1.600020e-02 -5.515150e-03 2.078574e-03
## [43,] -0.0765959738 -1.071800e-02 -1.826075e-02 -8.402067e-04
## [44,] -0.0946699274 -2.159975e-02 -9.625998e-03 -6.271580e-04
## [45,] -0.0793070668 -1.235026e-02 -1.696554e-02 -8.082493e-04
## [46,] -0.0326560125 9.128797e-03 -6.978715e-03 -6.284295e-04
## [47,] -0.0685621135 -2.372205e-02 -9.661846e-03 -6.391034e-04
## [48,] -0.0074518962 6.462405e-03 -6.582826e-03 -6.297225e-04
## [49,] -0.0458262774 -2.804520e-02 -5.196230e-03 -6.077602e-04
## [50,] -0.0424542996 -2.584436e-02 -9.697695e-03 -6.510488e-04
## [51,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [52,] 0.0732357879 -1.317758e-02 -9.873949e-02 1.063450e-03
## [53,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [54,] -0.0779911309 -4.640009e-02 1.027144e-02 2.408739e-03
## [55,] 0.1233016102 3.984916e-02 1.895260e-01 7.478256e-04
## [56,] -0.0418432236 -2.463658e-02 -6.998063e-03 1.982642e-03
## [57,] -0.3042958937 -3.145702e-03 2.043680e-01 3.442325e-03
## [58,] -0.1124202441 -5.312313e-02 -2.266509e-01 1.532458e-03
## [59,] 0.0350521872 -4.166740e-02 -8.845650e-04 1.712567e-02
## [60,] -0.0442616950 -2.693253e-02 -8.834220e-03 -6.297439e-04
## [61,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [62,] -0.1318717668 -7.223185e-02 3.738521e-03 2.314139e-03
## [63,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [64,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [65,] -0.1254418904 -6.872156e-02 7.052755e-04 2.360477e-03
## [66,] 0.0698574156 1.732163e-02 -2.226159e-01 3.043004e-03
## [67,] 0.0266741766 -3.821863e-02 3.220737e-03 2.310750e-03
## [68,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [69,] 0.0867587076 7.044671e-02 -2.270073e-02 3.933377e-04
## [70,] 0.1372835958 1.944753e-02 -2.062149e-02 -9.262899e-04
## [71,] 0.0430557551 1.903047e-02 -1.827559e-02 -9.292836e-04
## [72,] -0.0298025321 -1.822713e-02 -1.574202e-02 -8.001829e-04
## [73,] 0.0500958251 2.037667e-02 1.976491e-01 -6.110184e-04
## [74,] -0.0459559354 -4.347213e-02 -7.869275e-03 -6.209269e-04
## [75,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [76,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [77,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [78,] -0.0225729506 -1.387443e-02 -1.919592e-02 -8.854023e-04
## [79,] -0.0234766483 -1.441852e-02 -1.876419e-02 -8.747499e-04
## [80,] -0.0460690904 -2.802071e-02 -7.970744e-03 -6.084391e-04
## [81,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [82,] -0.0379358112 -2.312392e-02 -1.185638e-02 -7.043110e-04
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## [726,] -0.0069506019 -2.169076e-03 -8.652748e-03 9.647004e-04
## [727,] 0.0577973273 2.428828e-02 2.140666e-01 1.505645e-03
## [728,] -0.0138481476 2.878876e-02 -4.689349e-03 3.936757e-03
## [729,] 0.1326954897 1.875152e-02 -3.692663e-03 1.108934e-03
## [730,] 0.0288790014 6.877480e-03 2.278822e-01 1.846523e-03
## [731,] 0.0478337317 2.420677e-02 -2.551564e-03 1.048648e-03
## [732,] 0.0258144384 3.084193e-02 -2.111939e-01 9.401562e-04
## [733,] 0.0507572572 2.294208e-02 -1.858167e-03 1.187380e-03
## [734,] 0.0317796059 1.151624e-02 7.208323e-03 1.411081e-03
## [735,] 0.1201773598 1.889620e-02 2.317848e-01 2.134989e-03
## [736,] -0.0145394127 2.534773e-02 -2.269001e-03 4.118098e-03
## [737,] -0.0176054626 -5.691626e-03 -2.228505e-01 6.890449e-04
## [738,] 0.0628273180 7.710699e-02 2.091845e-01 1.707365e-03
## [739,] 0.0631299845 6.466208e-02 -1.009263e-02 1.291392e-03
## [740,] 0.0594025770 -1.579122e+00 -4.982791e-02 2.571866e-05
## [741,] 0.1241700152 6.340892e-02 -2.098627e-03 1.470440e-03
## [742,] 0.1478457764 2.555158e-02 1.350871e-03 1.237306e-03
## [743,] -0.0203890422 2.667368e-02 -8.953252e-02 -7.189495e-03
## [744,] 0.0297597780 1.332502e-02 6.083188e-03 1.261697e-03
## [745,] -0.0181026018 5.091682e-03 -1.108712e-03 1.302553e-03
## [746,] 0.0240896354 -1.711036e-03 -7.694206e-03 4.091289e-03
## [747,] 0.0195114757 2.112986e-02 1.319549e-02 1.588897e-03
## [748,] 0.0540930077 5.922120e-02 -5.775252e-03 1.397917e-03
## [749,] -0.2119551964 1.108409e-02 2.251707e-01 1.520025e-03
## [750,] 0.0218389314 5.531280e-03 1.195744e-02 1.528258e-03
## [751,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [752,] -0.0310736236 2.980316e-02 -2.156453e-01 -1.117512e-02
## [753,] -0.0382725613 4.277090e-02 -6.751001e-03 5.505906e-03
## [754,] -0.0901317141 -7.638683e-03 -2.198075e-01 3.704983e-03
## [755,] 0.1465171644 3.278853e-02 -4.912629e-03 1.611920e-02
## [756,] 0.0146093499 1.178579e-03 1.541134e-02 1.613477e-03
## [757,] -0.1780358346 -1.579852e+00 -4.046614e-02 -1.566977e-03
## [758,] 0.0928525891 6.471612e-02 -1.185543e-02 1.236837e-03
## [759,] 0.0712303111 1.510583e-02 1.307948e-02 1.548812e-03
## [760,] 0.1791965694 -1.534713e+00 -4.310266e-02 1.472583e-03
## [761,] 0.0617640597 1.544321e-02 1.087000e-02 4.413030e-03
## [762,] 0.1013270095 3.621284e-02 -9.513296e-03 1.637639e-03
## [763,] -0.0181542035 2.317138e-02 -5.420505e-04 4.160708e-03
## [764,] -0.0946272814 -1.626257e-02 3.718469e-03 4.332418e-03
## [765,] 0.0738463678 8.197211e-02 1.600882e-03 2.613000e-03
## [766,] -0.0334377720 -2.335110e-02 7.600780e-03 1.781969e-03
## [767,] 0.0195724999 4.132276e-02 2.194218e-01 1.801470e-02
## [768,] 0.0444213286 3.091470e-02 2.173098e-01 -9.664233e-04
## [769,] -0.0214097648 -1.087448e-02 -1.744946e-03 1.135139e-03
## [770,] 0.0382849563 3.011259e-02 9.533211e-04 -1.295341e-03
## [771,] 0.0903581967 5.485617e-02 8.349718e-03 -1.179436e-03
## [772,] 0.1160667720 5.948345e-03 9.611540e-03 1.531251e-03
## [773,] 0.0793965428 7.445565e-02 -1.786391e-02 1.099649e-03
## [774,] -0.0390524052 2.610878e-02 9.286446e-03 4.418202e-03
## [775,] -0.0062266670 4.503224e-02 -9.387478e-03 1.390371e-03
## [776,] 0.0913569214 1.222802e-01 -7.279700e-03 2.807593e-03
## [777,] 0.1124519812 3.771995e-03 1.133849e-02 1.573861e-03
## [778,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [779,] -0.0304467416 -1.631535e-02 2.572430e-03 1.241664e-03
## [780,] -0.0029910911 2.925064e-02 -9.268434e-03 1.672933e-03
## [781,] 0.1110282232 1.991467e-02 1.214480e-02 1.623848e-03
## [782,] 0.0456095647 1.013453e-01 -1.769826e-02 2.617121e-03
## [783,] 0.0953538626 8.668364e-02 2.094307e-01 2.709786e-04
## [784,] 0.0374762855 9.644849e-02 -1.381262e-02 2.712993e-03
## [785,] -0.0197821322 3.687093e-02 -2.911414e-03 1.550158e-03
## [786,] -0.0053229693 4.557633e-02 -9.819216e-03 1.379719e-03
## [787,] 0.0612094341 7.902532e-02 -9.330622e-03 1.325185e-03
## [788,] 0.0502758392 3.716123e-02 -1.884754e-03 -1.433144e-03
## [789,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [790,] 0.0293430064 9.155170e-02 -9.926983e-03 2.808864e-03
## [791,] 0.0865063972 8.424926e-02 -5.630510e-03 -2.598184e-05
## [792,] 0.1083376659 1.296114e-01 2.038959e-01 3.008681e-03
## [793,] -0.2097870848 3.530656e-02 2.882853e-03 9.532282e-04
## [794,] -0.0702530670 8.578492e-02 -7.927337e-03 -4.029983e-04
## [795,] 0.2328074783 1.094099e-01 -5.800106e-04 9.291709e-05
## [796,] 0.1237950111 7.498741e-02 -7.624575e-03 -1.573576e-03
## [797,] -0.0479762271 5.216486e-03 1.370529e-02 4.512238e-03
## [798,] -0.0964346768 -1.735075e-02 4.581944e-03 4.353723e-03
## [799,] -0.0339984822 2.814104e-02 6.770902e-03 1.721276e-03
## [800,] -0.1489791462 -3.455717e-02 -7.892898e-02 -8.705811e-03
## [801,] -0.0991686909 -1.307956e-02 -2.154901e-01 3.811507e-03
## [802,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [803,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [804,] 0.0967791075 1.255448e-01 -9.870126e-03 2.743678e-03
## [805,] -0.0188784345 3.741502e-02 -3.343151e-03 1.539505e-03
## [806,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [807,] -0.0224932253 3.523867e-02 -1.616201e-03 1.582115e-03
## [808,] -0.0253185275 -1.295980e-03 5.412233e-03 2.454263e-04
## [809,] 0.0409811412 6.176022e-03 2.008913e-01 4.248885e-03
## [810,] -0.0170710392 3.850319e-02 -4.206627e-03 1.518200e-03
## [811,] -0.1134576555 -1.201064e-02 1.221934e-02 4.557856e-03
## [812,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [813,] 0.0404243874 6.651130e-02 5.993440e-04 1.570191e-03
## [814,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [815,] 0.0413280851 6.705539e-02 1.676064e-04 1.559539e-03
## [816,] 0.0648242249 8.120167e-02 -1.105757e-02 1.282575e-03
## [817,] 0.0394314670 3.063218e-02 3.296098e-03 -1.305315e-03
## [818,] 0.0575946434 7.684897e-02 -7.603671e-03 1.367795e-03
## [819,] 0.0539798527 7.467262e-02 -5.876721e-03 1.410405e-03
## [820,] 0.1128561543 1.323318e-01 2.017372e-01 2.955419e-03
## [821,] 0.1012025690 6.138522e-02 3.168866e-03 -1.307265e-03
## [822,] -0.0199845199 2.798665e-02 -2.210458e-01 3.607839e-03
## [823,] 0.0446829459 1.067046e-01 -2.386338e-01 2.053599e-03
## [824,] 0.0131092898 -1.573721e-03 1.759868e-02 1.840883e-03
## [825,] 0.0846990018 8.316109e-02 -4.767035e-03 -4.676969e-06
## [826,] -0.0428860767 -2.682953e-02 1.060537e-02 1.561487e-03
## [827,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [828,] -0.0143599461 4.013546e-02 -5.501840e-03 1.486243e-03
## [829,] -0.0368857804 -4.672552e-03 5.493125e-03 1.328719e-03
## [830,] -0.0439029294 -1.192220e-02 1.093564e-02 1.584627e-03
## [831,] 0.0971383369 9.367526e-02 -1.279997e-02 -3.244999e-04
## [832,] 0.0283442818 2.412762e-02 5.702435e-03 -1.178164e-03
## [833,] 0.1530388006 1.176983e-01 -5.141916e-03 -8.051557e-05
## [834,] 0.0301516771 2.521580e-02 4.838960e-03 -1.199469e-03
## [835,] 0.1959220104 1.264623e-01 -1.046070e-02 2.943003e-03
## [836,] -0.0321777805 1.054388e-03 -2.160442e-01 8.719716e-04
## [837,] 0.0504461334 7.810139e-02 -2.255281e-01 9.997463e-04
## [838,] 0.0062126681 5.554642e-02 -1.742042e-02 1.070548e-03
## [839,] -0.0132134354 4.065505e-02 -3.159063e-03 1.476270e-03
## [840,] -0.0243006206 3.415049e-02 -7.527256e-04 1.603420e-03
## [841,] 0.0449428758 6.923174e-02 -1.559344e-03 1.516929e-03
## [842,] 0.0948537641 6.348006e-02 -2.151762e-01 -1.806872e-03
## [843,] 0.0090740088 1.336547e-02 1.790030e-02 1.689880e-03
## [844,] -0.0529399062 -1.736308e-02 1.525301e-02 1.691151e-03
## [845,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [846,] 0.1940892439 4.648017e-02 2.042655e-01 1.875543e-03
## [847,] 0.0208220787 2.043861e-02 1.228771e-02 1.551398e-03
## [848,] 0.0993951736 6.029705e-02 4.032341e-03 -1.285960e-03
## [849,] -0.0474045651 -2.954997e-02 1.276406e-02 1.614749e-03
## [850,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
## [851,] 0.0805125491 1.157512e-01 -2.098849e-03 2.935422e-03
## [852,] -0.0235763896 1.990685e-02 2.048375e-03 4.224622e-03
## [853,] -0.0556509993 -1.899534e-02 1.654823e-02 1.723108e-03
## [854,] 0.1026063336 6.466702e-02 8.899245e-04 5.688719e-03
## [855,] 0.0188873567 5.726020e-02 1.979025e-01 1.495588e-03
## [856,] 0.0419947739 9.916892e-02 -1.597131e-02 2.659730e-03
## [857,] 0.0395206897 6.596722e-02 1.031082e-03 1.580843e-03
## [858,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [859,] 0.1075284527 6.519383e-02 1.467026e-04 -1.381832e-03
## [860,] 0.0036147300 3.846274e-02 -1.602373e-02 1.090018e-03
## [861,] 0.1084321504 6.573792e-02 -2.850350e-04 -1.392484e-03
## [862,] 0.0482027097 4.200100e-02 -2.251630e-01 -1.986691e-03
## [863,] -0.1319542153 -3.022896e-02 2.157462e-02 1.971929e-02
## [864,] 0.0862939646 8.714621e-02 -7.619120e-03 -1.966707e-04
## [865,] 0.0693361412 7.391160e-02 2.572505e-03 1.764144e-04
## [866,] -0.1619492812 7.221239e-02 -3.643815e-03 2.193906e-03
## [867,] -0.0179237668 -1.840858e-02 3.095389e-02 1.996965e-03
## [868,] 0.0828916065 8.207291e-02 -3.903560e-03 1.662790e-05
## [869,] -0.0030037754 3.531782e-02 -9.870201e-03 3.808928e-03
## [870,] -0.0018976900 4.474618e-02 2.078325e-01 1.740594e-03
## [871,] 0.0437071424 3.337711e-02 -1.637105e-03 -1.359256e-03
## [872,] 0.0939729875 5.703252e-02 6.622767e-03 -1.222046e-03
## [873,] 0.0247294910 2.195127e-02 7.429386e-03 -1.135555e-03
## [874,] 0.0854232329 6.891745e-02 -1.965934e-03 2.616526e-03
## [875,] -0.1689773778 2.162177e-02 1.138055e-03 4.104647e-03
## [876,] 0.0125420246 3.756330e-02 -2.207996e-01 2.171453e-03
## [877,] 0.0412388624 3.172036e-02 2.432622e-03 -1.326619e-03
## [878,] -0.0420955340 -1.083403e-02 1.007216e-02 1.563322e-03
## [879,] -0.0082135289 2.915634e-02 -5.291165e-03 4.043531e-03
## [880,] 0.0054629367 1.872416e-02 -9.369096e-02 7.338853e-03
## [881,] 0.0572626077 4.153843e-02 -8.113169e-03 -1.519042e-03
## [882,] 0.0397997300 3.186445e-02 3.221215e-03 1.327697e-03
## [883,] 0.1596657870 6.364897e-02 -9.399073e-03 1.643580e-03
## [884,] -0.0201740314 2.498015e-02 -1.667185e-03 4.011324e-03
## [885,] -0.3357870667 6.292402e-03 -1.083044e-03 3.847719e-03
## [886,] -0.1062280741 -7.657938e-03 8.765441e-03 4.472637e-03
## [887,] 0.0163428541 6.453789e-02 -2.415482e-01 5.498868e-04
## [888,] -0.0967602643 9.976180e-04 2.491865e-03 4.195522e-03
## [889,] 0.1102395458 6.682610e-02 -1.148510e-03 -1.413789e-03
## [890,] 0.1142593766 4.860170e-03 1.047502e-02 1.552556e-03
## [891,] 0.0406041502 1.985407e-02 9.023366e-04 1.133868e-03
## [892,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [893,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [894,] 0.2107932702 7.105178e-02 -6.516571e-03 -1.485363e-03
## [895,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [896,] 0.0153998926 1.717408e-02 1.487813e-02 1.615313e-03
## [897,] 0.0163035903 1.771817e-02 1.444639e-02 1.604660e-03
## [898,] 0.0265368864 2.303945e-02 6.565910e-03 -1.156859e-03
## [899,] -0.0005616678 4.827228e-02 -9.203390e-03 1.327135e-03
## [900,] 0.1100271133 6.972305e-02 -3.137120e-03 -1.584478e-03
## [901,] 0.0063629157 1.173321e-02 1.919551e-02 1.721837e-03
## [902,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [903,] -0.0356564952 -2.247683e-02 7.151466e-03 1.476267e-03
## [904,] 0.0145019991 4.817495e-02 2.377205e-03 2.737488e-03
## [905,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [906,] 0.0949898402 4.212519e-02 6.292499e-03 -1.245186e-03
## [907,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [908,] 0.0002123718 3.338944e-02 -1.230817e-02 1.303316e-03
## [909,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [910,] 0.0377132943 6.487904e-02 1.894557e-03 1.602148e-03
## [911,] 0.1002988713 6.084113e-02 3.600604e-03 -1.296613e-03
## [912,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [913,] 0.0559004030 6.030938e-02 -6.638727e-03 1.376612e-03
## [914,] -0.0125525507 4.122363e-02 -6.365315e-03 1.464938e-03
## [915,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
plot(cvd_pca$x,xlim=xlim,ylim=xlim)
cvd_pca$rotation[,1]
## USMER MEDICAL_UNIT PATIENT_TYPE
## -0.266096311 0.367266146 0.456351626
## INTUBED PNEUMONIA AGE
## -0.465533525 -0.071627014 0.206369088
## PREGNANT DIABETES COPD
## 0.134179632 -0.003893696 -0.073953410
## ASTHMA INMSUPR HIPERTENSION
## -0.010152461 0.022633367 -0.001529946
## OTHER_DISEASE CARDIOVASCULAR OBESITY
## 0.030175575 0.007659095 -0.089877079
## RENAL_CHRONIC TOBACCO CLASIFFICATION_FINAL
## 0.018178526 -0.001939589 -0.267222723
## ICU
## -0.465527644
cvd_pca$rotation
## PC1 PC2 PC3 PC4
## USMER -0.266096311 -4.023305e-02 0.041725603 -0.434008383
## MEDICAL_UNIT 0.367266146 5.361339e-03 0.007636256 -0.065293896
## PATIENT_TYPE 0.456351626 3.598087e-03 0.002346158 0.146278292
## INTUBED -0.465533525 -1.875558e-05 -0.005437732 -0.064434225
## PNEUMONIA -0.071627014 1.142546e-02 -0.007771891 0.373672370
## AGE 0.206369088 -2.755407e-02 0.003740276 -0.477170391
## PREGNANT 0.134179632 4.531309e-02 -0.032132881 0.106574074
## DIABETES -0.003893696 -5.994642e-01 -0.022030098 0.031684104
## COPD -0.073953410 -5.382236e-03 0.006729938 0.387558324
## ASTHMA -0.010152461 6.016644e-03 -0.005371057 0.083669554
## INMSUPR 0.022633367 -5.225523e-01 -0.014446537 0.027949609
## HIPERTENSION -0.001529946 -5.991461e-01 -0.013836045 0.048568814
## OTHER_DISEASE 0.030175575 5.075625e-03 -0.008786891 -0.131407944
## CARDIOVASCULAR 0.007659095 -1.316648e-02 0.610086411 0.037674179
## OBESITY -0.089877079 5.907289e-02 -0.090367333 0.442900179
## RENAL_CHRONIC 0.018178526 -1.135794e-02 0.552949502 0.063705670
## TOBACCO -0.001939589 -1.091031e-02 0.553603189 -0.003574825
## CLASIFFICATION_FINAL -0.267222723 6.352891e-04 0.058257165 0.136326816
## ICU -0.465527644 1.065713e-04 -0.005161188 -0.065524587
## PC5 PC6 PC7 PC8
## USMER -0.215230421 0.179033933 -0.027368609 -0.118406824
## MEDICAL_UNIT 0.061650071 -0.372142046 -0.113085278 0.082215043
## PATIENT_TYPE 0.106877978 0.162540462 -0.047983106 -0.073695780
## INTUBED 0.052806204 -0.236767333 -0.017034788 -0.005800645
## PNEUMONIA 0.615629845 -0.206677501 -0.222113731 -0.267410006
## AGE -0.044590385 -0.018691344 -0.038291266 -0.228040255
## PREGNANT -0.250908887 0.010815822 0.388578408 -0.559547412
## DIABETES -0.006741206 -0.005322309 0.032020382 -0.011604819
## COPD -0.460209483 -0.107602412 -0.223347188 0.342312048
## ASTHMA -0.083349758 -0.579264425 0.556586195 -0.135278952
## INMSUPR 0.011812858 0.014510549 0.006217981 -0.017457129
## HIPERTENSION -0.011632411 -0.001162781 0.024825744 -0.000222060
## OTHER_DISEASE 0.378822297 0.166989233 0.590992825 0.560419328
## CARDIOVASCULAR -0.014903875 0.001812412 0.021138321 0.019862967
## OBESITY -0.265712949 0.257905639 0.238177891 0.018530837
## RENAL_CHRONIC -0.015376827 0.036557534 0.050502704 -0.016911434
## TOBACCO -0.015426860 -0.060819258 -0.003354248 0.004693004
## CLASIFFICATION_FINAL 0.234664014 0.448049606 0.106772262 -0.293388159
## ICU 0.052785836 -0.237156822 -0.017709242 -0.006498368
## PC9 PC10 PC11 PC12
## USMER 0.123298062 -0.167182438 0.156167545 -0.65972310
## MEDICAL_UNIT -0.203670519 0.194461013 0.032043634 0.07783607
## PATIENT_TYPE 0.155239029 -0.116888145 0.088074640 -0.19200612
## INTUBED -0.213098197 0.096629184 -0.006478922 0.09181645
## PNEUMONIA -0.137477817 -0.023601939 0.272225194 -0.40008584
## AGE -0.130933701 0.345237905 0.640567429 0.14226557
## PREGNANT -0.573696930 -0.314796368 -0.085862295 0.01246673
## DIABETES -0.027252125 -0.003200013 -0.060067055 -0.06838200
## COPD -0.113484790 -0.367263018 0.548845775 0.04934389
## ASTHMA 0.541789845 -0.036320394 0.158554567 -0.04253554
## INMSUPR 0.015169346 0.065669923 0.097330427 0.16203882
## HIPERTENSION -0.036094650 -0.013005081 -0.058667334 -0.06836745
## OTHER_DISEASE -0.283782766 -0.130788847 0.201037416 -0.09187520
## CARDIOVASCULAR -0.005878254 0.048354070 -0.026189494 -0.05876641
## OBESITY -0.069001448 0.706197931 0.072093383 -0.26111565
## RENAL_CHRONIC -0.012713891 0.093520148 0.014659621 0.11090822
## TOBACCO -0.063961289 -0.023917927 -0.026127399 -0.09113055
## CLASIFFICATION_FINAL 0.255181004 -0.122418007 0.291275601 0.42926847
## ICU -0.212708409 0.096099303 -0.006892012 0.09023937
## PC13 PC14 PC15 PC16
## USMER 0.084613450 -0.1533087780 0.33190384 -0.026222961
## MEDICAL_UNIT -0.030029247 -0.0296845575 0.77998409 0.044982465
## PATIENT_TYPE 0.007043852 -0.0117348520 -0.02759812 -0.017006516
## INTUBED 0.014271840 -0.0010106704 0.01477728 0.011600543
## PNEUMONIA 0.059937960 -0.0385054665 -0.09096906 -0.014513730
## AGE -0.018015722 0.1634713757 -0.28042076 0.018737226
## PREGNANT 0.012207340 -0.0561820116 0.01322084 0.030510380
## DIABETES 0.043792869 0.3551534453 0.02689041 0.008783034
## COPD 0.018219819 0.0364984648 0.01947946 0.011543096
## ASTHMA -0.000749419 0.0132539796 -0.01401274 -0.003643330
## INMSUPR -0.100253425 -0.8187234475 -0.06267206 -0.013554315
## HIPERTENSION 0.032620919 0.3554996691 0.03417282 0.003514536
## OTHER_DISEASE 0.007083819 -0.0174000274 0.01048879 -0.004526050
## CARDIOVASCULAR 0.016061903 -0.0229935163 -0.05537515 0.784028982
## OBESITY -0.073555008 -0.0062157126 0.08378726 -0.015695147
## RENAL_CHRONIC 0.680183373 -0.0459902557 0.03097274 -0.445162733
## TOBACCO -0.700321599 0.0667249423 -0.03407630 -0.423778919
## CLASIFFICATION_FINAL -0.123457678 0.1111178076 0.41763635 0.045347145
## ICU 0.013931412 -0.0002773287 0.01633522 0.013028157
## PC17 PC18 PC19
## USMER 0.004992494 -0.0032153812 1.385535e-03
## MEDICAL_UNIT 0.018586808 0.0041757815 8.610244e-04
## PATIENT_TYPE -0.800612175 -0.0121632289 -4.107749e-04
## INTUBED -0.395588586 -0.0104123031 7.067881e-01
## PNEUMONIA 0.212775117 0.0047139869 3.302851e-04
## AGE 0.011281088 -0.0089516283 -2.208671e-04
## PREGNANT 0.015070137 0.0015372565 4.683569e-06
## DIABETES -0.013721211 0.7069824502 1.741873e-03
## COPD 0.005909263 0.0135411684 -3.524959e-04
## ASTHMA -0.001651146 -0.0074447693 3.169356e-05
## INMSUPR 0.000143079 -0.0001286904 -7.819971e-04
## HIPERTENSION 0.011414719 -0.7066639864 -1.331401e-03
## OTHER_DISEASE -0.001103845 0.0019889300 -4.952032e-04
## CARDIOVASCULAR -0.002999397 0.0003852650 8.360110e-04
## OBESITY -0.018465239 0.0015892124 -4.749962e-04
## RENAL_CHRONIC 0.001417274 -0.0003333204 -7.366918e-04
## TOBACCO -0.001875702 0.0105504030 -1.346392e-05
## CLASIFFICATION_FINAL -0.005991093 0.0015444391 1.746574e-05
## ICU -0.394693508 -0.0073301534 -7.074181e-01
plot(cvd[,-1])
cvd_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -2.392819297 4.823214e-02 -0.0799646560 -0.9602851400 -0.6025143467
## [2,] -2.094573428 -3.159112e-02 0.0479716742 -2.0092386047 -0.1253247513
## [3,] 0.577749396 1.604600e-01 -0.1179725402 0.0743036765 -1.0374939928
## [4,] -3.090544132 -1.200249e-01 0.0378966782 -0.3506133590 -0.0341909110
## [5,] -2.098013275 3.224082e-01 -0.1374703535 -0.7995491125 -1.0662892560
## [6,] 0.153683880 -9.776925e-02 -0.0627462855 0.1883758308 -0.5467978872
## [7,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [8,] -2.410645396 3.550594e-01 -0.1931007085 -0.9675324666 -0.5974746241
## [9,] 0.370755610 1.155002e-01 0.1989561577 -0.9746228432 0.2483771159
## [10,] -0.000632336 -7.703474e-02 -0.0659967018 0.5597652531 -0.4714070214
## [11,] -2.667049749 -1.014527e-01 -0.0896835491 -0.2976206924 -0.5049346168
## [12,] 0.258167154 1.505323e-02 -0.1305370723 0.7962398419 -0.9718098748
## [13,] 0.317886324 7.079623e-03 -0.1294547097 0.6581560811 -0.9847134585
## [14,] -2.229092749 -3.328552e-02 -0.1509768317 -0.4753973861 -1.0440482212
## [15,] -2.566305755 7.186134e-02 -0.0810220036 -0.5376230348 -0.5243421630
## [16,] -2.816347674 -8.151865e-02 -0.0923894556 0.0475887098 -0.4726756576
## [17,] 0.562125743 3.543765e-02 -0.0511177099 -0.7459053233 -0.6303190177
## [18,] -2.169373579 -4.125913e-02 -0.1498944690 -0.6134811469 -1.0569518049
## [19,] -2.239045944 -3.195659e-02 -0.1511572254 -0.4523834259 -1.0418976239
## [20,] -2.408266678 -1.360050e-01 -0.0849933110 -0.8959836561 -0.5608501461
## [21,] 0.623028752 1.567671e-01 -0.2398065498 -0.0431119015 -1.0857996181
## [22,] -2.477922624 -6.215503e-05 -0.1554866760 0.0999516175 -0.9902832892
## [23,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [24,] -2.786488089 -8.550546e-02 -0.0918482743 -0.0214531707 -0.4791274494
## [25,] -2.671094442 -9.892555e-02 -0.2127139340 -0.3117951026 -0.5015132972
## [26,] -2.537641794 7.911453e-03 -0.1565690386 0.2380353783 -0.9773797056
## [27,] -2.458016234 -2.720024e-03 -0.1551258884 0.0539236972 -0.9945844838
## [28,] -2.288811919 -2.531191e-02 -0.1520591943 -0.3373136252 -1.0311446375
## [29,] -2.387912599 -9.596644e-03 -0.2769575823 -0.1063791563 -1.0062084807
## [30,] -2.507782209 3.924649e-03 -0.1560278573 0.1689934979 -0.9838314974
## [31,] 0.472202540 -1.365488e-02 -0.1262042933 0.2867666588 -1.0601043243
## [32,] -2.476727000 5.990093e-02 -0.0793984597 -0.7447486761 -0.5436975385
## [33,] -2.527688599 6.582518e-03 -0.1563886448 0.2150214182 -0.9795303028
## [34,] -2.408250259 -9.364697e-03 -0.1542239196 -0.0611461035 -1.0053374702
## [35,] -2.557564604 -1.160710e-01 -0.0876992176 -0.5507742539 -0.5285911869
## [36,] -2.328624699 -1.999617e-02 -0.1527807694 -0.2452577847 -1.0225422484
## [37,] -2.846207259 -7.753185e-02 -0.0929306370 0.1166305902 -0.4662238657
## [38,] -2.240036224 -2.857258e-01 -0.0264322878 -1.9569554225 0.2009103789
## [39,] -2.314647468 -2.154198e-02 -0.3403960445 -0.3001916206 -1.0802750183
## [40,] -2.547180138 -1.149740e-01 -0.2106132741 -0.5729933466 -0.5273116001
## [41,] -2.677002944 -1.001237e-01 -0.0898639428 -0.2746067322 -0.5027840195
## [42,] 0.491861860 -1.365674e-02 -0.1259805027 0.2895107541 -1.0623338957
## [43,] -2.873820343 -1.114033e-01 -0.0258032385 -0.3356240058 -0.2706380625
## [44,] -3.072884243 -8.482458e-02 -0.0294111140 0.1246551971 -0.2276261169
## [45,] -2.903679928 -1.074165e-01 -0.0263444199 -0.2665821253 -0.2641862707
## [46,] -2.794178363 4.605520e-03 -0.0935906969 0.3151018657 -0.7323301649
## [47,] -3.196175930 -8.714202e-02 0.0021682537 0.1516814607 -0.1061766452
## [48,] -2.927423245 3.617022e-03 -0.0621917230 0.3651420894 -0.6087300959
## [49,] -3.366038739 -8.470814e-02 0.0345358576 0.2674477555 0.0522549465
## [50,] -3.319467617 -8.945945e-02 0.0337476214 0.1787077243 0.0152728264
## [51,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [52,] -2.339725010 -4.107077e-03 -0.1868707528 -2.4855236487 2.0793507117
## [53,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [54,] -0.394250714 2.704645e-02 -0.0071059018 1.2725682586 -0.4516024316
## [55,] -2.749796544 -1.076807e-01 0.1723562984 -1.8053019663 0.6933767757
## [56,] 0.003877086 -2.611093e-02 0.0001098491 0.3520098529 -0.5376263228
## [57,] 0.028040312 -9.431593e-02 0.1299068386 -1.1911055722 0.6634385054
## [58,] -0.318611504 7.956252e-02 0.0706525838 0.2893622394 -0.0611311453
## [59,] -0.179899086 2.090945e-03 -0.1259388936 0.7882886583 -0.5354316422
## [60,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [61,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [62,] -0.583377839 -7.434406e-02 0.0586972251 0.8749959487 0.0337462409
## [63,] -0.573424644 -7.567300e-02 0.0588776189 0.8519819886 0.0315956436
## [64,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [65,] -0.530377030 -8.344772e-02 0.0617359218 0.7661691594 -0.0634992237
## [66,] -0.003001003 3.298289e-02 0.1308095435 -0.2919453869 0.2636923920
## [67,] -0.259656688 1.405175e-02 -0.1274477202 0.9967736396 -0.5171902956
## [68,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [69,] -2.531717000 -1.990694e-01 0.2258850516 -1.4624589008 0.1945278241
## [70,] -2.781547396 -3.215572e-02 -0.1488361737 -0.2284137034 -0.5419165667
## [71,] -2.781978667 -3.458165e-02 -0.0257417234 -0.2292085708 -0.5453467508
## [72,] -3.180122887 -1.080645e-01 0.0362731343 -0.1434877177 -0.0148355355
## [73,] -2.691924017 1.398245e-01 -0.0198144281 -0.4514417157 -0.5610838231
## [74,] -3.364215301 -8.361526e-02 0.0333901623 0.2675975048 -0.0171060937
## [75,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [76,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [77,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [78,] -3.100497327 -1.186960e-01 0.0377162844 -0.3275993989 -0.0320403137
## [79,] -3.110450522 -1.173671e-01 0.0375358907 -0.3045854387 -0.0298897164
## [80,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [81,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
## [82,] -3.269701642 -9.610412e-02 0.0346495903 0.0636379236 0.0045198400
## [83,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [84,] -3.160200077 1.591787e-02 -0.0325966868 0.6453219146 -0.4636240542
## [85,] 0.342285716 -7.129471e-02 0.0062432373 -0.4304647919 -0.6107466303
## [86,] -3.189644812 -1.043097e-01 -0.0870017098 -0.1196788901 -0.0092547541
## [87,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [88,] -3.010426257 1.823504e-01 -0.0255870288 0.2850050089 -0.4922647101
## [89,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [90,] -3.299129957 -8.969140e-02 -0.0889860413 0.1334746715 0.0144018160
## [91,] -2.731000648 1.453770e-01 -0.0179821469 -0.3541411126 -0.5540013106
## [92,] -3.249363982 -9.633607e-02 -0.0880840724 0.0184048708 0.0036488296
## [93,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [94,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [95,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [96,] -3.130356912 -1.147092e-01 0.0371751031 -0.2585575184 -0.0255885219
## [97,] -3.379186787 -8.148584e-02 0.0326652588 0.3167914851 0.0281764101
## [98,] -3.070621322 3.957457e-03 -0.0309731428 0.4381962733 -0.4829794297
## [99,] -3.080143247 7.712314e-03 -0.1542479869 0.4620051009 -0.4773986483
## [100,] -3.358849127 -8.171779e-02 -0.0900684039 0.2715584323 0.0273053996
## [101,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [102,] -2.831744642 -2.793697e-02 -0.0266436923 -0.1141387701 -0.5345937644
## [103,] -0.229797103 1.006495e-02 -0.1269065389 0.9277317592 -0.5236420874
## [104,] -0.080367135 -1.119840e-02 -0.1241349559 0.5581490569 -0.5569376150
## [105,] -2.790719818 1.533506e-01 -0.0190645095 -0.2160573517 -0.5410977269
## [106,] -3.259748447 -9.743306e-02 0.0348299841 0.0406239634 0.0023692428
## [107,] -2.960676701 4.906543e-02 0.0445455487 -0.6649023444 -0.0585303724
## [108,] -3.020855347 -2.687216e-03 -0.0300711740 0.3231264726 -0.4937324161
## [109,] -2.971089372 -9.331889e-03 -0.0291692051 0.2080566719 -0.5044854025
## [110,] -3.130340492 1.193107e-02 -0.0320555055 0.5762800341 -0.4700758460
## [111,] -3.030824962 -1.279986e-01 0.0389790409 -0.4886971199 -0.0470944947
## [112,] -3.375991934 -8.337921e-02 0.0343554638 0.2904617156 0.0544055437
## [113,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [114,] -3.289608032 -9.344625e-02 0.0342888028 0.1096658438 0.0088210346
## [115,] -2.961136177 -1.066082e-02 -0.0289888113 0.1850427117 -0.5066359998
## [116,] -3.329420812 -8.813052e-02 0.0335672277 0.2017216844 0.0174234237
## [117,] -3.060208652 6.235478e-02 0.0427416110 -0.4347627430 -0.0370243996
## [118,] -2.816313680 2.965987e-02 0.0476155712 -1.0132778066 -0.1317706409
## [119,] -3.418999567 -7.617010e-02 0.0319436837 0.4088473257 0.0367787992
## [120,] -2.762072277 -3.723952e-02 -0.0253809359 -0.2752364911 -0.5496479453
## [121,] -3.349327202 -8.547265e-02 0.0332064401 0.2477496047 0.0217246183
## [122,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [123,] -2.692399912 -4.654206e-02 -0.0241181795 -0.4363342121 -0.5647021263
## [124,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [125,] -2.772025472 -3.591058e-02 -0.0255613297 -0.2522225310 -0.5474973481
## [126,] -3.080590937 -1.213539e-01 0.0380770720 -0.3736273191 -0.0363415083
## [127,] -3.259748447 -9.743306e-02 0.0348299841 0.0406239634 0.0023692428
## [128,] -3.359280397 -8.414371e-02 0.0330260464 0.2707635648 0.0238752156
## [129,] -3.010902152 -4.016150e-03 -0.0298907802 0.3001125124 -0.4958830134
## [130,] -3.369233592 -8.281478e-02 0.0328456526 0.2937775250 0.0260258128
## [131,] -3.279654837 -9.477519e-02 0.0344691965 0.0866518837 0.0066704373
## [132,] -3.478718737 -6.819650e-02 0.0308613211 0.5469310866 0.0496823829
## [133,] -2.672493522 -4.919993e-02 -0.0237573919 -0.4823621324 -0.5690033209
## [134,] -3.319467617 -8.945945e-02 0.0337476214 0.1787077243 0.0152728264
## [135,] -3.339374007 -8.680158e-02 0.0333868339 0.2247356446 0.0195740210
## [136,] -3.389139982 -8.015691e-02 0.0324848650 0.3398054453 0.0303270074
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## [422,] 1.824824427 1.349552e-01 -0.0948221390 -0.7972635892 -0.9785450429
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## [425,] 1.875977569 -1.868944e-01 0.0257985589 -1.5543323452 -0.1958466416
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## [427,] 1.792858759 3.888637e-01 0.0826970779 -0.3142970863 0.6654737605
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## [445,] 1.165169121 4.771426e-01 0.0143396052 0.9665775753 0.5348803650
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## [451,] 1.707881460 8.093046e-02 0.2261526065 -1.9993243873 0.2885239504
## [452,] 1.837425359 2.873583e-01 -0.3110008212 1.2565979571 -0.4311986514
## [453,] 2.070348912 7.032510e-02 -0.3112195812 0.7573536551 -0.4842718277
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## [457,] 1.683989538 8.186939e-02 -0.1274919083 1.1328067568 -0.2146947064
## [458,] 1.457385436 7.749339e-02 0.1663466334 -1.9838195705 0.5338076450
## [459,] 1.656675682 5.175322e-02 -0.1835246365 0.7057203285 -0.0146421507
## [460,] 2.250763091 4.169482e-01 -0.1737166839 0.3173372605 -0.5206960329
## [461,] 1.607137467 -9.238355e-02 0.2174910610 -1.7593220448 0.3079314966
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## [468,] 1.477086901 7.324812e-02 -0.0636772741 1.1191767436 0.0206384162
## [469,] 1.054180263 3.494990e-01 0.0333019140 -0.0546303918 -0.4304320058
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## [477,] 1.665441265 1.575475e-01 -0.0977741157 -0.4046669267 -0.9430989180
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## [480,] 1.974128786 4.370919e-01 -0.2678736076 0.6753985159 -0.3635662824
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## [483,] 0.973326239 4.688686e-02 0.0942317647 -0.6954935222 0.0291616700
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## [485,] 1.646716698 -7.960298e-04 -0.1270812469 0.9388608814 0.0912788731
## [486,] 1.942054393 2.755313e-01 -0.3067784130 1.0710711113 -0.4531805817
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## [496,] 1.912937638 1.398265e-01 0.2125105455 -3.6590748257 2.7948149104
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## [500,] 2.350698989 9.087308e-02 -0.0548848703 -0.5112740432 0.2548408818
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## [502,] 2.110322338 1.167208e-01 0.0643020020 -4.1635836245 2.9218238021
## [503,] 1.701500964 -8.241187e-03 -0.1256347683 0.7976110605 0.0373939801
## [504,] 1.854684012 1.309684e-01 -0.0942809577 -0.8663054696 -0.9849968348
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## [508,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
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## [510,] 1.089027919 -2.893036e-03 -0.0014163463 1.1575103364 0.5479624658
## [511,] 1.347827409 8.919494e-02 -0.0659567168 1.3939849253 0.0475596124
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## [513,] 1.108703658 1.237454e-01 -0.0704231642 1.9950919843 0.1012455703
## [514,] 1.234995492 3.509433e-01 0.0119064097 0.8135107098 0.5645521431
## [515,] 1.933144628 1.394021e-01 -0.1271264102 -0.7750958724 -1.0547120108
## [516,] 2.291284697 9.665759e-02 0.0696810737 -0.3687403873 0.2627944047
## [517,] 1.661573157 -1.598766e-03 -0.1264276638 0.9140656165 0.0470314240
## [518,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [519,] 1.119343206 2.892727e-01 -0.0315418805 -0.0079727127 -0.3792668853
## [520,] 2.007886225 1.704758e-01 -0.1501808368 -1.8840741779 -0.2998989827
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## [522,] 1.451243386 1.731985e-01 -0.0560972585 0.8436075667 0.3244866883
## [523,] 1.878035147 5.609118e-02 -0.1244285426 0.6987075741 -0.2145747455
## [524,] 0.681603864 2.772125e-01 -0.0273094288 -0.0033538138 0.0991203605
## [525,] 0.725232512 8.034705e-02 0.0922757767 -0.1148997561 0.0814067254
## [526,] 1.578014030 -8.815992e-02 0.2195037360 -1.6850354018 0.3128634118
## [527,] 1.812674048 3.501104e-01 -0.1124890776 0.5194872543 0.0194541399
## [528,] 2.269412812 4.374640e-02 -0.3076117057 0.2970744523 -0.5272837733
## [529,] 1.961812321 1.475625e-01 -0.2372526932 0.2145789387 -0.0119578837
## [530,] 2.263963251 4.212097e-02 -0.1850617652 0.3224596050 -0.4875820508
## [531,] 2.331820442 2.750524e-01 0.0748433971 -0.5246757470 0.2557386957
## [532,] 2.020151667 7.454385e-02 -0.1890270998 0.8716285883 -0.4769490253
## [533,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [534,] 1.842993588 6.326245e-02 -0.1247426048 0.8133554101 -0.2470326398
## [535,] 1.459758609 -1.713633e-01 0.2089850505 -1.1098373631 0.0801822714
## [536,] 1.539252127 -1.806655e-01 0.2103625243 -1.2695757440 0.0640140616
## [537,] 1.518587620 4.409023e-01 -0.0517943399 1.0021506584 0.0177527569
## [538,] 2.182778479 -6.687028e-03 0.2253198807 -3.2704723174 3.8539644332
## [539,] 1.488320247 -7.487283e-02 0.2178088715 -1.4535110451 0.3332538421
## [540,] 2.380082679 -9.948025e-02 -0.0586474403 -0.5652084201 0.2447707867
## [541,] 2.080835810 2.558296e-01 -0.1812241263 0.7724541020 -0.4856825593
## [542,] 2.150755246 2.438711e-01 -0.1798243730 0.5625843655 -0.5028083634
## [543,] 1.965843296 2.683555e-01 -0.1861698270 0.9977709057 -0.4194458291
## [544,] 1.965826876 1.417153e-01 -0.1169392184 0.1629333531 0.0250414950
## [545,] 1.782338568 1.677307e-01 -0.1173340104 0.6036366383 0.0222876285
## [546,] 2.269457437 2.276870e-01 -0.1802135040 0.2811720812 -0.5270956541
## [547,] 1.426402091 1.763848e-01 -0.0560939301 0.8864694269 0.2878065735
## [548,] 1.797452203 -9.811626e-02 0.0661178071 -0.2743764398 0.7488889942
## [549,] 2.310235191 4.116306e-01 -0.1727713181 0.2280255152 -0.5315279935
## [550,] 1.614772427 -2.748469e-01 -0.1012836723 -1.8026400517 0.3092373837
## [551,] 1.842418606 3.474503e-01 -0.1120192168 0.4748440893 0.0140374028
## [552,] 1.641014286 -2.363403e-02 -0.2254690396 -0.3577059131 -0.9389947071
## [553,] 1.658115485 8.757513e-02 0.2252506376 -1.8842545865 0.2992769368
## [554,] 2.001210250 2.664611e-01 -0.1826672765 0.9565657832 -0.4684777811
## [555,] 1.399254200 1.849385e-01 -0.3399133528 -0.6862587053 -0.5262731172
## [556,] 1.351944984 8.958454e-02 0.2873926868 -1.7164915987 0.5540428955
## [557,] 2.011792130 2.509503e-01 -0.2333394811 -0.8560346357 0.7143585070
## [558,] 2.150508176 2.465271e-01 -0.1799613699 0.6113563810 -0.5007367402
## [559,] 2.060193272 2.582507e-01 -0.1841387701 0.8132372598 -0.4798614881
## [560,] 1.777553825 7.162792e-02 0.2274153629 -2.1604221082 0.2734697695
## [561,] 1.742886656 3.607396e-01 -0.1138231545 0.7049836907 0.0355433756
## [562,] 2.140065902 2.449632e-01 -0.1825586231 0.5803535631 -0.4991378894
## [563,] -1.586870568 3.968107e-01 -0.1251809114 0.0615347350 -0.8486794157
## [564,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [565,] 0.042243369 -6.742635e-03 -0.1817207723 -2.0465311683 0.0115076173
## [566,] 1.996391930 5.893707e-02 -0.1556437943 0.6685152505 -0.3770055265
## [567,] 1.556844504 6.128731e-02 -0.0621684476 0.9106917623 0.0023970696
## [568,] 2.070101842 7.298111e-02 -0.3113565781 0.8061256707 -0.4822002045
## [569,] 1.840730667 -2.551959e-02 -0.1231805759 0.4998143339 0.0083206730
## [570,] 2.116110918 1.517551e-01 0.1643838189 -2.1324325007 -0.2451744306
## [571,] 1.616897343 2.132631e-01 -0.0866607355 -1.8718176697 0.3101640309
## [572,] 1.285076125 -1.079476e-01 -0.0380443275 -0.3418167589 -0.4649043405
## [573,] -1.449230196 -1.214045e-01 -0.0645861492 -1.0705280149 -0.4400171834
## [574,] 2.100742201 2.531717e-01 -0.1808633387 0.7264261817 -0.4899837538
## [575,] 1.373512409 7.915837e-02 0.0566213058 -2.8606973763 2.7283923778
## [576,] 0.954243703 -2.667569e-01 0.3366184801 -1.2678861246 0.8245206366
## [577,] -0.177808215 1.666893e-01 -0.1520778662 -0.5841599726 -0.8364129479
## [578,] 1.511932267 2.955259e-01 -0.2867487777 -0.0712717664 -0.9952818860
## [579,] 2.169925487 2.409764e-01 -0.1820174418 0.5113116826 -0.5055896813
## [580,] 1.717711186 2.907428e-01 -0.1151335781 0.7111229635 0.0315240229
## [581,] 1.835959446 -2.737512e-02 -0.1235880888 0.4772223385 0.0493809564
## [582,] 1.822036321 1.637416e-01 -0.1166837558 0.5359795132 0.0147202941
## [583,] 1.535573834 -1.154287e-02 -0.1044229862 -0.0903779413 -0.9187594567
## [584,] 1.980206844 8.118892e-02 -0.1898143512 0.9880577291 -0.4673100678
## [585,] 1.875772226 -3.269086e-02 -0.1228665137 0.3851664979 0.0407785673
## [586,] 1.560122869 3.637398e-01 -0.0831891526 0.8213216996 0.1678248078
## [587,] 1.873100243 5.661964e-02 -0.1240644266 0.6955415141 -0.2555560548
## [588,] 1.634223563 8.851407e-02 -0.1283938772 1.2478765575 -0.2039417201
## [589,] -2.031928599 8.695467e-02 0.0326767827 -0.4898387820 0.0147241077
## [590,] 1.477694839 2.582853e-01 -0.0593078464 1.0796959398 0.0232201511
## [591,] 1.732671662 4.111369e-01 -0.0483045103 0.4976502553 0.0125349550
## [592,] 1.676333936 -2.880526e-01 0.2144500660 -1.9053122622 0.2892590124
## [593,] 2.125830565 2.473294e-01 -0.1807296703 0.6347923059 -0.4553752623
## [594,] 1.811479019 1.635044e-01 -0.1193523295 0.5293754106 0.0173541997
## [595,] 2.172322252 2.989713e-01 0.0718200998 -0.1076803692 0.2922198753
## [596,] 1.800635895 1.386504e-01 -0.0931735800 -0.7198108862 -0.9326318185
## [597,] 2.279410632 2.263581e-01 -0.1800331103 0.2581581211 -0.5292462514
## [598,] 2.241978198 1.630285e-01 0.1423134648 -1.1036156428 0.7216530185
## [599,] 1.957085725 3.296476e-01 -0.1102620044 0.1760845722 0.0292905189
## [600,] 1.463736061 3.524649e-01 -0.0607802905 -0.2033917230 -0.8023462415
## [601,] 1.824730512 2.549496e-01 -0.2413402349 0.8503154568 -0.2372028345
## [602,] 1.378594159 2.740006e-01 -0.1842062344 1.3106304088 0.0481563079
## [603,] 1.394246612 3.296804e-01 0.0147927100 0.4452873476 0.5301425866
## [604,] 1.356416324 1.237795e-02 -0.1076700741 0.3238733413 -0.8800487056
## [605,] 2.029857792 7.587093e-02 -0.1889837029 0.8973866438 -0.4770279995
## [606,] 2.021363710 2.611472e-01 -0.1821694921 0.8617658473 -0.4748505988
## [607,] 2.005180181 7.667327e-02 -0.1897520033 0.9208225687 -0.4316665215
## [608,] 1.778383008 7.330441e-02 0.0379294890 -2.1660122145 0.1916584632
## [609,] -1.011273196 -5.323735e-02 -0.1258794318 -1.2483047086 -0.9791307878
## [610,] 2.389516898 2.133033e-01 -0.1755662430 0.0346480374 -0.5533876434
## [611,] 2.315417165 4.084462e-01 -0.1729984372 0.1824195596 -0.4926183073
## [612,] 2.231796178 -2.466509e-02 0.1379663165 -1.1142661946 0.7181136894
## [613,] 2.296911370 2.278357e-01 -0.3712949244 0.2002970831 -0.5288662740
## [614,] 1.288291373 -2.375535e-01 0.2074803852 -1.0321411168 0.3720957379
## [615,] 1.798409587 6.672266e-02 -0.1258716928 0.8828192553 -0.1973699672
## [616,] 1.626832098 3.381713e-01 -0.1715768041 0.4000743703 0.2928155601
## [617,] 1.436041884 1.746472e-03 -0.1062269239 0.1397616601 -0.8972534839
## [618,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [619,] 2.030104862 7.321491e-02 -0.1888467060 0.8486146282 -0.4790996226
## [620,] 2.200521221 2.372264e-01 -0.1789224041 0.4475145647 -0.5135613498
## [621,] 2.308794322 3.600474e-02 -0.1837956804 0.2042237442 -0.5393163465
## [622,] 2.069654152 -5.608509e-02 -0.1190315192 -0.0295067494 -0.0411430645
## [623,] -1.200383901 -2.798759e-02 -0.1293069134 -0.8110394659 -0.9382694395
## [624,] 1.466033512 -3.569662e-03 -0.1056200662 0.0463464795 -0.9047418441
## [625,] 2.307899942 2.304988e-01 -0.4917208010 0.2076960532 -0.5280699955
## [626,] 1.537393816 3.600977e-01 -0.0931959507 -0.1397214861 -0.9140792952
## [627,] 0.871356442 1.188262e-01 -0.1320152307 0.2909094034 -0.2306873533
## [628,] 1.619235657 -3.599679e-02 -0.0598881721 0.4622329853 0.2858281079
## [629,] 1.496930086 -8.340382e-03 0.2503083263 -1.4608972028 0.1693206132
## [630,] -2.122719398 -8.768828e-02 0.0241956311 -0.2728503997 0.0319810567
## [631,] 1.584789109 1.731662e-01 0.2653371225 -0.6498792215 1.2829207451
## [632,] 1.442341068 7.670608e-02 -0.0646972888 1.1900253440 0.0691855462
## [633,] 1.059168334 1.093768e-03 -0.0019575276 1.2265522168 0.5544142577
## [634,] 1.529314950 4.705333e-02 -0.0289322921 -0.9110660259 -0.5549957101
## [635,] 2.318500447 3.733182e-02 -0.1837522835 0.2299817996 -0.5393953206
## [636,] 2.000704752 1.369280e-01 -0.1158535273 0.0677114525 -0.0245422034
## [637,] 2.031776381 3.195445e-01 -0.1084547383 -0.0111931690 -0.0288955687
## [638,] 1.256884374 2.566730e-02 -0.1094740118 0.5540129427 -0.8585427328
## [639,] 2.419491511 2.079898e-01 -0.1749537412 -0.0587925584 -0.5608744900
## [640,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [641,] 1.885741841 9.262048e-02 -0.1919167286 1.1969900904 -0.4058593541
## [642,] 1.875788646 9.394942e-02 -0.1920971223 1.2200040505 -0.4037087569
## [643,] 1.398032666 2.520625e-01 -0.0264908549 -0.6523635966 -0.4394836092
## [644,] 1.739704681 -3.997935e-02 -0.1011135503 -0.5718643843 -0.9218266614
## [645,] 2.442067664 1.052504e-01 -0.2274224664 -1.3394534367 2.1486194476
## [646,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [647,] -1.601858473 2.722999e-01 -0.0566752064 -0.7241088372 -0.3589095877
## [648,] 2.263941288 1.576883e-01 -0.1813001369 0.2900554493 -0.5333445782
## [649,] 1.975450561 5.334327e-02 0.1427072099 -3.2696379747 2.5954079362
## [650,] 2.014692380 -1.892924e-01 11.7499399386 2.1347361422 -0.3400687393
## [651,] 1.388605162 2.731386e-01 -0.0585145309 1.3408383592 0.0431272731
## [652,] -2.146479135 -1.032951e-01 0.0575789365 -0.4759637375 0.1319245556
## [653,] 0.930697229 3.679734e-01 -0.0918931962 0.2073627196 -0.4012035188
## [654,] 1.697464399 1.577646e-01 -0.0563268961 -1.0837595259 -0.6908653575
## [655,] 1.959501101 4.679334e-03 0.1208958178 -1.5052051393 -0.3085056050
## [656,] 1.905631811 -3.667766e-02 -0.1223253324 0.3161246175 0.0343267754
## [657,] 2.047605600 7.469252e-02 -0.3801085202 0.7907535903 -0.4787196453
## [658,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [659,] 1.625284632 -2.483262e-02 -0.1027337658 -0.3218768828 -0.9391514006
## [660,] 1.923723027 2.028984e-01 0.1366778610 -0.4159409338 0.7884005083
## [661,] 2.073020953 1.829644e-01 0.1393837676 -0.7611503359 0.7561415491
## [662,] 2.139590007 5.859663e-02 -0.1868623745 0.5954610666 -0.5027561927
## [663,] 2.034283669 4.387189e-01 -0.2966798277 -0.0522643823 -0.0289956149
## [664,] 1.756333886 -1.674364e-02 -0.1250312390 0.6613340197 0.0665857346
## [665,] 2.079854417 -6.007003e-02 -0.1187141285 -0.1012927251 -0.0453652849
## [666,] 2.165596245 3.634518e-02 -0.1525771002 0.2772779281 -0.4135656802
## [667,] 1.392850842 -1.091023e-01 0.0530591883 -2.8346717120 2.6087878366
## [668,] 0.924312832 1.804086e-01 0.0266530435 0.2596585936 -0.4060925444
## [669,] 1.999998207 7.985773e-02 -0.1895248842 0.9664285242 -0.4705762076
## [670,] 1.842665676 3.447943e-01 -0.1118822199 0.4260720737 0.0119657797
## [671,] 1.698060308 8.093006e-02 0.2260378890 -2.0006837273 0.2896379793
## [672,] 2.071129686 2.545025e-01 -0.1812675232 0.7466960466 -0.4856035852
## [673,] 1.791211762 -2.153093e-02 -0.1239455479 0.5661121190 0.0170020362
## [674,] 1.706209941 -1.653992e-01 0.1457606387 -1.1395165901 -0.1616801035
## [675,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [676,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [677,] 1.746138344 -2.986845e-01 0.2157784988 -2.0907832834 0.2731682631
## [678,] 1.985257371 -4.730914e-02 -0.1208821822 0.1320129364 0.0171219972
## [679,] 1.876248121 1.536757e-01 -0.1185627623 0.3700589944 0.0443968705
## [680,] 1.641588103 -2.845947e-01 0.2134300513 -1.8344636618 0.3378061424
## [681,] 2.081427328 3.142265e-01 -0.1076240899 -0.1018642543 -0.0386135003
## [682,] 1.388079471 2.533914e-01 -0.0266712487 -0.6293496365 -0.4373330119
## [683,] -0.274132144 -3.916316e-02 -0.1827806739 -2.9166071340 2.5703321628
## [684,] 1.503650664 -1.784924e-03 -0.0957969903 0.9875417651 0.2159929710
## [685,] 1.360452587 -1.444489e-03 -0.0645784102 1.0605959490 0.3417436372
## [686,] 1.426268418 1.330681e-01 0.0674592043 0.5405864837 0.7729300811
## [687,] 1.696036998 1.537975e-01 -0.0946790781 -0.4684640446 -0.9510705865
## [688,] 1.416135494 4.404341e-03 -0.1065877114 0.1857895804 -0.8929522893
## [689,] 2.623358010 5.680973e-02 -0.2387672042 -1.2016212755 0.1967415340
## [690,] 1.646474351 -2.840658e-01 0.2139088847 -1.8362703818 0.2957108043
## [691,] 2.790429489 5.873765e-02 -0.2211086843 -2.1449420417 2.0733485429
## [692,] 1.681726617 -6.912648e-03 -0.1259298794 0.8192656806 0.0406586063
## [693,] 1.752319413 3.333882e-01 -0.2122576726 -0.6602030195 -0.9579711158
## [694,] 2.565450880 7.100430e-02 -0.3094798177 -2.5173399132 8.0868998902
## [695,] 1.801032915 -2.153053e-02 -0.1238308305 0.5674714591 0.0158880074
## [696,] 2.134571716 5.939712e-02 -0.1874068843 0.6216410868 -0.4596242861
## [697,] 1.495744635 -1.328674e-01 -0.0359139527 -0.8331596533 -0.4656697434
## [698,] 2.111401941 3.089130e-01 -0.1070115881 -0.1953048501 -0.0461003469
## [699,] 1.625152590 -2.350329e-02 -0.1027994422 -0.2975035826 -0.9381148322
## [700,] 1.783521488 6.858005e-02 -0.1256879706 0.9026671554 -0.2362006792
## [701,] 1.788456392 6.805160e-02 -0.1260520865 0.9058332154 -0.1952193699
## [702,] 1.512013433 6.740353e-02 -0.0634345324 1.0289276230 0.0541313653
## [703,] 1.714731345 -3.546370e-02 -0.1011758983 -0.5046292239 -0.9574702077
## [704,] 0.222682773 6.010565e-02 -0.2087504648 0.3522977838 -0.2843371689
## [705,] 1.258079998 8.563038e-02 -0.0333857955 -0.2906873509 -0.4119569821
## [706,] 1.882478456 3.394785e-01 -0.1111606449 0.3340162332 0.0033633905
## [707,] 1.890496642 -3.216426e-02 -0.1222786071 0.3847445332 -0.0024323134
## [708,] 2.025086571 7.401540e-02 -0.1893912158 0.8747946484 -0.4359677160
## [709,] 2.109730422 6.258344e-02 -0.1874035558 0.6645029471 -0.4963044009
## [710,] 2.339129802 2.183845e-01 -0.1789507476 0.1200743602 -0.5421498350
## [711,] -0.092558702 -4.990229e-02 -0.1210139807 -1.0253193684 -0.7637443224
## [712,] 2.155553158 3.602367e-01 -0.1764981812 0.5577449852 -0.5065545268
## [713,] 2.059964447 6.922811e-02 -0.1883055247 0.7795727478 -0.4855514145
## [714,] 1.314621052 3.403118e-01 0.0133495598 0.6293990287 0.5473473648
## [715,] 1.556754330 -7.325747e-02 0.1163537553 -3.9382903422 3.3321487872
## [716,] 1.837221903 3.970470e-01 -0.0459560628 0.2413306337 -0.0521029244
## [717,] 2.120648591 2.505139e-01 -0.1805025512 0.6803982615 -0.4942849484
## [718,] 1.478542893 4.856373e-01 -0.2139111859 -0.0450502311 -0.9025356101
## [719,] 1.981550930 2.664629e-01 -0.1828910671 0.9538216879 -0.4662482096
## [720,] 1.557300206 3.574398e-01 -0.0928351631 -0.1857494064 -0.9183804898
## [721,] 1.762432178 1.703886e-01 -0.1176947979 0.6496645586 0.0265888231
## [722,] 1.746006302 -2.973552e-01 0.2157128224 -2.0664099832 0.2742048315
## [723,] 1.892316623 3.394763e-01 -0.1110515716 0.3354009884 0.0022478480
## [724,] 1.655575487 -2.639350e-02 -0.2252870348 -0.3901238957 -0.9421730083
## [725,] 2.629203987 8.656200e-02 -0.5387120367 -1.7877569296 2.1158694553
## [726,] 2.091495551 3.115709e-01 -0.1073723756 -0.1492769298 -0.0417991523
## [727,] 2.368989387 2.143977e-01 -0.1784095663 0.0510324798 -0.5486016269
## [728,] 1.656832156 3.441505e-01 -0.0910312254 -0.4158890078 -0.9398864626
## [729,] 1.948872456 2.772351e-02 -0.0888771834 0.2622885748 -0.1771185287
## [730,] 2.050487147 2.569236e-01 -0.1841821670 0.7874792043 -0.4797825139
## [731,] 2.290575871 4.116325e-01 -0.1729951088 0.2252814199 -0.5292984221
## [732,] 2.060929420 2.584875e-01 -0.1815849138 0.8184820223 -0.4813813647
## [733,] 2.278934737 3.999155e-02 -0.1843368617 0.2732656246 -0.5328645546
## [734,] 2.069917642 6.789918e-02 -0.1881251309 0.7565587876 -0.4877020117
## [735,] 1.986476214 2.700803e-01 -0.3084319114 0.9601605705 -0.4613859875
## [736,] 1.605378242 -2.217475e-02 -0.1030945534 -0.2758489625 -0.9348502060
## [737,] 1.961628121 1.424805e-01 -0.1140212461 0.1650120556 -0.0174596910
## [738,] -1.244739077 1.644952e-01 -0.1262692469 -0.7079111088 -0.8829168405
## [739,] -1.260103071 -2.001398e-02 -0.1303892761 -0.6729557051 -0.9253658558
## [740,] -0.042792727 -5.654696e-02 -0.1201120118 -1.1403891691 -0.7744973088
## [741,] -1.814153933 -2.244976e-03 -0.0394427706 -0.1514456116 -0.4791747831
## [742,] 1.711077333 4.082484e-02 -0.0598266570 0.5686484202 0.0111194197
## [743,] 2.177566666 2.396930e-01 0.0372385771 -4.0904904893 2.7219953533
## [744,] 2.091511971 4.382112e-01 -0.1766029842 0.6855606227 -0.4862864765
## [745,] 1.950215812 -4.013787e-02 -0.1211962444 0.2466607723 -0.0153358971
## [746,] 1.384034778 2.559186e-01 -0.1497016336 -0.6435240468 -0.4339116923
## [747,] 1.960185427 8.517347e-02 -0.1902464593 1.0584843648 -0.4619738185
## [748,] -1.359635021 -6.724636e-03 -0.1321932138 -0.4428161036 -0.9038598830
## [749,] 2.107800665 2.530854e-01 -0.3747224061 0.6375623258 -0.4880049257
## [750,] 1.960432497 8.251746e-02 -0.1901094624 1.0097123492 -0.4640454417
## [751,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [752,] 1.467113513 1.843630e-01 -0.0988281349 0.0608570387 -0.9016068491
## [753,] 1.517214859 -2.681190e-01 0.2116294420 -1.5614622001 0.3226320005
## [754,] 1.208446066 9.094572e-02 -0.0342220880 -0.1999908504 -0.4022405641
## [755,] 2.309110565 3.975735e-02 -0.3069614511 0.2294173271 -0.5348511076
## [756,] 1.880806937 9.314893e-02 -0.1915526126 1.1938240303 -0.4468406634
## [757,] 0.223380431 1.793063e-01 -0.0728641681 -1.1772444574 0.9641875638
## [758,] -1.343581978 -2.764715e-02 -0.0980883333 -0.7379852820 -0.8125187732
## [759,] 1.688924442 8.134094e-02 -0.1278560243 1.1359728168 -0.1737133972
## [760,] -0.547811231 1.780182e-01 0.2637588454 -1.6659617054 0.5559393185
## [761,] 0.808597353 9.224043e-03 0.0172665945 0.5488549164 -0.3414024943
## [762,] -2.128378165 7.955955e-03 0.0632935704 -0.5219727819 0.0385002620
## [763,] 1.565565462 -1.685901e-02 -0.1038161285 -0.1837931219 -0.9262478169
## [764,] 1.127608462 -8.502616e-02 -0.0425228459 -0.0060164282 -0.3871342125
## [765,] 2.371386152 2.723926e-01 0.0754279753 -0.5679595720 0.2492079297
## [766,] 1.699827587 1.043384e-01 -0.1202152456 0.7732566362 -0.0527656873
## [767,] 2.124654710 -1.085031e-02 0.1350470132 -0.8682884497 0.7705543245
## [768,] -1.088765142 1.691258e-01 -0.1476614227 0.2030918532 0.0753871936
## [769,] 1.932244431 3.328339e-01 -0.1102586760 0.2189464325 -0.0073895959
## [770,] -1.168866597 -6.609269e-03 -0.1534083243 0.4023110379 0.0889736685
## [771,] -0.999645862 9.743912e-02 -0.2195722388 0.8459112680 -0.3920738093
## [772,] 1.960863767 8.494338e-02 -0.3132039127 1.0105072167 -0.4606152576
## [773,] -1.080945561 -4.393481e-02 -0.1271421882 -1.0872069876 -0.9640766068
## [774,] 1.341576881 1.317804e-02 -0.1083293012 0.3486940214 -0.8358027702
## [775,] -1.613499607 -9.934106e-02 -0.0680169593 -0.6761246325 -0.3624757203
## [776,] -1.174110816 -1.624383e-01 0.1178066889 -1.5118026525 -0.1079498179
## [777,] 1.921050987 9.025912e-02 -0.3139254878 1.1025630572 -0.4520128685
## [778,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [779,] 1.832712481 3.461232e-01 -0.1120626137 0.4490860339 0.0141163769
## [780,] -1.640146321 1.775414e-02 -0.0626597845 -0.6332438964 -0.4882789341
## [781,] 1.930757112 9.158619e-02 -0.3138820909 1.1283211127 -0.4520918426
## [782,] -1.273659185 -2.757892e-01 0.1852333597 -2.1165006037 0.3580434791
## [783,] -0.758877915 -5.993446e-03 0.1054085025 -1.2142701579 0.7980569902
## [784,] -1.363237940 -2.638288e-01 0.1836098158 -1.9093749624 0.3773988546
## [785,] -1.762797532 -7.940704e-02 -0.0707228659 -0.3309152303 -0.3302167611
## [786,] -1.603546412 -1.006700e-01 -0.0678365655 -0.6991385926 -0.3646263176
## [787,] -1.275074557 -1.788456e-02 -0.1311141796 -0.6237617247 -0.8800833519
## [788,] -1.046233404 -2.444985e-02 -0.1495533941 0.0998137467 0.0893956348
## [789,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [790,] -1.452816695 -2.518684e-01 0.1819862718 -1.7022493211 0.3967542301
## [791,] -0.868838955 -1.777417e-01 0.0991204196 -0.9460090927 0.8180952570
## [792,] -0.974571020 -2.650459e-03 0.1257183157 -1.9871893590 -0.1473434602
## [793,] 2.188391199 4.317133e-01 -0.3665586451 0.4923599192 -0.5010396542
## [794,] -0.879078593 2.031185e-01 -0.2046156671 -0.9590036274 0.8340739401
## [795,] -0.699186950 -7.126739e-02 -0.0901379452 -0.5016139951 0.3404779632
## [796,] -0.631377647 4.826853e-02 -0.2128976692 -0.0056052572 -0.4716459087
## [797,] 1.237110026 2.699583e-02 -0.1097691230 0.5756675628 -0.8552781067
## [798,] 1.107702072 -8.236829e-02 -0.0428836334 0.0400114921 -0.3828330179
## [799,] -1.928806994 -5.870852e-02 -0.0720993550 0.0339923226 -0.2674274737
## [800,] 1.688737146 -7.159540e-02 -0.0784583760 -2.5149205951 2.2093624670
## [801,] 1.108914115 1.042351e-01 -0.0360260257 0.0301487511 -0.3807345913
## [802,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [803,] -1.009139582 1.584943e-01 -0.1462182726 0.0189801721 0.0581824153
## [804,] -1.114391645 -1.704119e-01 0.1188890515 -1.6498864134 -0.1208534016
## [805,] -1.752844337 -8.073598e-02 -0.0705424721 -0.3539291905 -0.3323673584
## [806,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [807,] -1.792657117 -7.542024e-02 -0.0712640472 -0.2618733499 -0.3237649693
## [808,] -1.355641862 4.722132e-01 -0.3784301374 3.4735314368 -2.8956993468
## [809,] 1.596315793 4.130637e-02 -0.1528350374 -1.1019851910 -0.4811637973
## [810,] -1.732937947 -8.339384e-02 -0.0701816846 -0.3999571108 -0.3366685529
## [811,] 0.930650490 -5.993127e-02 -0.0458173639 0.4551818807 -0.2978509212
## [812,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [813,] -1.503998042 1.268093e-02 -0.1352632364 -0.0944406415 -0.8306196145
## [814,] -1.782703922 -7.674917e-02 -0.0710836534 -0.2848873101 -0.3259155665
## [815,] -1.494044847 1.135200e-02 -0.1350828426 -0.1174546016 -0.8327702118
## [816,] -1.235261777 -2.320030e-02 -0.1303926045 -0.7158175653 -0.8886857411
## [817,] -1.165671744 -8.502632e-03 -0.1517181193 0.3759812684 0.1152028022
## [818,] -1.314887337 -1.256883e-02 -0.1318357547 -0.5317058842 -0.8714809628
## [819,] -1.354700117 -7.253087e-03 -0.1325573298 -0.4396500436 -0.8628785737
## [820,] -0.924805045 -9.295132e-03 0.1266202846 -2.1022591597 -0.1580964466
## [821,] -0.880207522 8.149190e-02 -0.2174075135 0.5697437463 -0.4178809767
## [822,] 1.576730700 1.684154e-01 -0.0967781270 -0.2166698231 -0.9262999876
## [823,] -1.252540752 -9.184374e-02 0.1924517550 -2.1723912650 0.3558407111
## [824,] 1.826000707 2.161615e-01 -0.1892374629 1.3026696955 -0.4387182979
## [825,] -0.888745345 -1.750838e-01 0.0987596320 -0.8999811725 0.8223964516
## [826,] 1.651867032 -2.925844e-03 -0.1264710608 0.8883075610 0.0471103981
## [827,] 1.950479302 8.384639e-02 -0.1902898562 1.0327263093 -0.4618948444
## [828,] -1.703078362 -8.738065e-02 -0.0696405032 -0.4689989912 -0.3431203448
## [829,] 1.767975020 3.548973e-01 -0.1136894861 0.6133498149 0.0701518672
## [830,] 1.646848741 -2.125360e-03 -0.1270155705 0.9144875812 0.0902423047
## [831,] -0.707899896 1.739652e-01 0.1131680791 -1.3392026996 0.7894024304
## [832,] -1.278351742 8.009012e-03 -0.1553926558 0.6554645995 0.1126302386
## [833,] -0.540367100 -9.495627e-02 0.0358428055 -0.8706322249 0.3026382226
## [834,] -1.258445352 5.351142e-03 -0.1550318683 0.6094366792 0.1083290441
## [835,] -1.111835459 3.201240e-01 0.0104175380 -1.7182691639 -0.1164965703
## [836,] 1.807311905 1.632150e-01 -0.1172716624 0.5364014779 0.0579311748
## [837,] -1.380112824 1.808781e-01 -0.1241041756 -0.3742278928 -0.9408208334
## [838,] -1.432654158 2.497080e-01 -0.0536085122 -1.1153461596 -0.3954697415
## [839,] -1.699883509 -8.927401e-02 -0.0679502982 -0.4953287607 -0.3168912112
## [840,] -1.812563507 -7.276237e-02 -0.0716248347 -0.2158454296 -0.3194637747
## [841,] -1.454232067 6.036259e-03 -0.1343612675 -0.2095104422 -0.8413726009
## [842,] -0.918808259 2.734110e-01 -0.2112714809 0.6519368459 -0.4071801610
## [843,] 1.826022671 1.005941e-01 -0.1929990912 1.3350738512 -0.3929557705
## [844,] 1.547316791 1.116399e-02 -0.1288195082 1.1446271826 0.1117482775
## [845,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [846,] -1.527058380 8.001811e-02 -0.3082144991 -0.9117373201 -0.3713612889
## [847,] 1.955414206 8.331794e-02 -0.1906539722 1.0358923694 -0.4209135351
## [848,] -0.900113912 8.414977e-02 -0.2177683011 0.6157716666 -0.4135797821
## [849,] 1.602101057 3.718829e-03 -0.1273730296 1.0033773617 0.0578633845
## [850,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## [851,] -1.293549156 -1.464911e-01 0.1156419636 -1.2356351308 -0.0821426505
## [852,] 1.505846292 -8.885400e-03 -0.1048984911 -0.0457093610 -0.9133442332
## [853,] 1.517457206 1.515079e-02 -0.1293606896 1.2136690631 0.1182000694
## [854,] 1.627147694 -1.536711e-01 0.0212887146 -0.9789833416 -0.1420817096
## [855,] -1.324381057 4.848637e-02 -0.0584817885 -1.3586369802 -0.4212247382
## [856,] -1.313471965 -2.704735e-01 0.1845117847 -2.0244447631 0.3666458682
## [857,] -1.513951237 1.400987e-02 -0.1354436302 -0.0714266813 -0.8284690172
## [858,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [859,] -0.810535157 7.218936e-02 -0.2161447571 0.4086460253 -0.4329351577
## [860,] -1.467448647 2.542233e-01 -0.0537855776 -1.0494703392 -0.4299992590
## [861,] -0.800581962 7.086042e-02 -0.2159643634 0.3856320652 -0.4350857549
## [862,] -1.028309823 1.613890e-01 -0.1440252038 0.0702528549 0.0609637332
## [863,] 0.729365634 -3.054209e-02 -0.0498099173 0.9389406929 -0.3000752665
## [864,] -0.827338236 1.899125e-01 0.1110033538 -1.0630351779 0.8152095977
## [865,] -1.057949660 -1.524919e-01 0.0956929379 -0.5087438500 0.8589566053
## [866,] 2.458806325 2.619117e-01 -0.1144340856 -0.8356903466 0.2324621029
## [867,] 1.522491916 1.409906e-01 -0.1980467884 2.0223265954 -0.3694191614
## [868,] -0.908651735 -1.724260e-01 0.0983988445 -0.8539532522 0.8266976461
## [869,] 1.776270496 3.282033e-01 -0.0888665001 -0.6920565295 -0.9656936299
## [870,] -1.553304542 7.905186e-02 -0.0626308452 -0.8293158969 -0.3717610007
## [871,] -1.109147427 -1.458288e-02 -0.1523259617 0.2642272770 0.0760700849
## [872,] -0.959833082 9.212338e-02 -0.2188506637 0.7538554275 -0.4006761985
## [873,] -1.318164522 1.332475e-02 -0.1561142309 0.7475204400 0.1212326277
## [874,] 2.429664454 -1.112069e-01 0.0654859757 -0.7298451039 0.2285159930
## [875,] 1.519302336 -4.880673e-03 -0.4191906902 -0.1177448092 -0.9095429363
## [876,] 2.062591862 -2.073199e-03 0.1348996224 -0.7230288722 0.7546738431
## [877,] -1.145765354 -1.116050e-02 -0.1513573318 0.3299533481 0.1109016076
## [878,] 1.666755131 -4.783229e-03 -0.1266547830 0.8684596609 0.0859411102
## [879,] 1.675050607 -3.147729e-02 -0.1018317970 -0.4369466835 -0.9499043870
## [880,] 2.108766441 -2.575784e-01 0.0532063192 -4.1629866801 2.9150705038
## [881,] -0.959849502 -3.451690e-02 -0.1496200551 -0.0809821251 0.0438111257
## [882,] 2.164431301 5.541031e-02 -0.1868657029 0.5525992064 -0.4660760780
## [883,] -1.304078025 4.747076e-01 -0.2376260306 -0.6200256435 -0.9967485163
## [884,] 1.587159791 3.534530e-01 -0.0922939818 -0.2547912868 -0.9248322816
## [885,] 1.231357603 2.782614e-01 -0.2215442667 -0.2697933318 -0.3572609742
## [886,] 1.010276050 -7.056275e-02 -0.0443742137 0.2710701996 -0.3150556995
## [887,] -1.333598103 5.005212e-02 -0.0561083259 -1.3303782575 -0.4205940175
## [888,] 1.154137695 2.847574e-01 -0.0313648152 -0.0738485331 -0.3447373679
## [889,] -0.780675572 6.820255e-02 -0.2156035758 0.3396041449 -0.4393869495
## [890,] 1.940957377 8.760125e-02 -0.3135647002 1.0565351370 -0.4563140630
## [891,] 2.210950311 4.222640e-01 -0.1744382590 0.4093931010 -0.5120936438
## [892,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [893,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [894,] -0.710571937 6.132593e-02 -0.3374352697 0.1793012914 -0.4510109464
## [895,] -1.139007012 -1.059607e-02 -0.1528671430 0.3332691575 0.0825218767
## [896,] 1.895695036 9.129155e-02 -0.1917363348 1.1739761302 -0.4080099514
## [897,] 1.905648231 8.996261e-02 -0.1915559410 1.1509621701 -0.4101605487
## [898,] -1.298258132 1.066688e-02 -0.1557534434 0.7014925198 0.1169314332
## [899,] -1.560538779 -1.078791e-01 -0.0654247854 -0.8175242027 -0.3469995731
## [900,] -0.739174853 4.358567e-01 -0.2037206416 0.2225780597 -0.4422726088
## [901,] 1.796163086 1.045809e-01 -0.1935402725 1.4041157316 -0.3865039786
## [902,] -1.404466092 -6.084137e-04 -0.1334592987 -0.3245802429 -0.8521255873
## [903,] 1.731492592 -1.355732e-02 -0.1250279106 0.7041958799 0.0299056199
## [904,] 2.049603186 -1.884405e-01 0.1290073162 -0.6903019203 0.8240870540
## [905,] 1.771305372 -1.887306e-02 -0.1243063355 0.6121400393 0.0213032308
## [906,] -0.954814791 9.132289e-02 -0.2183061540 0.7276754073 -0.4438081050
## [907,] -0.949879887 9.079444e-02 -0.2186702699 0.7308414673 -0.4028267957
## [908,] -1.548762146 -1.081152e-01 -0.0663900869 -0.8403884135 -0.4185112106
## [909,] -1.742891142 -8.206491e-02 -0.0703620783 -0.3769431506 -0.3345179557
## [910,] -1.533857627 1.666774e-02 -0.1358044177 -0.0253987610 -0.8241678227
## [911,] -0.890160717 8.282083e-02 -0.2175879073 0.5927577065 -0.4157303794
## [912,] -1.268398547 6.680077e-03 -0.1552122621 0.6324506393 0.1104796413
## [913,] -1.339728631 -9.382506e-03 -0.1318324263 -0.4888440239 -0.9081610776
## [914,] -1.683171972 -9.003852e-02 -0.0692797157 -0.5150269115 -0.3474215393
## [915,] -1.238538962 2.693273e-03 -0.1546710808 0.5634087589 0.1040278495
## PC6 PC7 PC8 PC9 PC10
## [1,] -0.089850549 -0.253945184 5.913160e-01 0.141822302 0.730931566
## [2,] -0.320569293 -0.048583618 -9.686833e-01 -0.583005283 -1.901437730
## [3,] 1.213883834 0.497473486 -5.597227e-01 0.217889762 -0.697169976
## [4,] 0.866520462 -0.010756666 7.561459e-02 0.743723198 0.263019353
## [5,] -0.083715021 0.493281568 -5.775374e-01 -1.027347244 0.149710898
## [6,] 1.213571149 -0.227951157 7.409891e-01 1.458342965 -0.313720935
## [7,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [8,] -0.098657683 -0.274687275 6.135771e-01 0.156071121 0.679844623
## [9,] 0.485678704 -0.918865477 7.073317e-01 1.679500125 -2.326685492
## [10,] 1.212613300 -0.215810908 8.872299e-01 1.543435192 -0.565137233
## [11,] -0.080352268 -0.211921314 8.694685e-01 0.291466453 0.275659822
## [12,] 1.235178140 0.564332029 -2.225072e-01 0.400674165 -1.212303816
## [13,] 1.229769232 0.553251287 -2.884975e-01 0.362784517 -1.112398731
## [14,] -0.074014154 0.534979397 -4.382397e-01 -0.964963516 -0.071791507
## [15,] -0.087710369 -0.240356636 7.630969e-01 0.236800179 0.443164408
## [16,] -0.066829997 -0.184219459 1.034444e+00 0.386190571 0.025897111
## [17,] 1.182885368 -0.309170651 3.012596e-01 1.221467931 0.354327337
## [18,] -0.079423062 0.523898655 -5.042301e-01 -1.002853164 0.028113578
## [19,] -0.073112669 0.536826188 -4.272413e-01 -0.958648575 -0.088442354
## [20,] -0.103790872 -0.259937863 5.835102e-01 0.127277981 0.708581856
## [21,] 1.238298212 0.506408632 -5.860097e-01 0.216483380 -0.623587175
## [22,] -0.051477034 0.581149156 -1.632798e-01 -0.807089985 -0.488062693
## [23,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [24,] -0.069534451 -0.189759830 1.001449e+00 0.367245748 0.075849653
## [25,] -0.088486261 -0.223158085 8.732313e-01 0.294295273 0.254851738
## [26,] -0.046068126 0.592229898 -9.728939e-02 -0.769200338 -0.587967778
## [27,] -0.053280004 0.577455575 -1.852766e-01 -0.819719868 -0.454760998
## [28,] -0.068605245 0.546060139 -3.722493e-01 -0.927073869 -0.171696592
## [29,] -0.046067149 0.565273865 -2.633088e-01 -0.849702574 -0.332886881
## [30,] -0.048772580 0.586689527 -1.302846e-01 -0.788145162 -0.538015235
## [31,] 1.230727081 0.541111038 -4.347384e-01 0.277692291 -0.860982434
## [32,] -0.095823732 -0.256977749 6.641113e-01 0.179965708 0.593022035
## [33,] -0.046969610 0.590383107 -1.082878e-01 -0.775515279 -0.571316930
## [34,] -0.057787428 0.568221623 -2.402685e-01 -0.851294574 -0.371506761
## [35,] -0.090268601 -0.232236008 7.484861e-01 0.222002099 0.458819144
## [36,] -0.064999306 0.553447301 -3.282557e-01 -0.901814104 -0.238299981
## [37,] -0.064125542 -0.178679088 1.067440e+00 0.405135395 -0.024055432
## [38,] -0.815283470 -0.915006424 6.136597e-01 0.371777536 -1.406212315
## [39,] 0.077736909 0.236383580 -4.386938e-01 -1.019910157 -0.179637150
## [40,] -0.077646838 -0.233336976 7.364442e-01 0.229909041 0.480788176
## [41,] -0.079450783 -0.210074524 8.804669e-01 0.297781394 0.259008975
## [42,] 1.240733978 0.541844669 -4.344787e-01 0.286683174 -0.865051878
## [43,] 0.392633354 -0.112262385 4.670423e-01 0.514437355 0.277665011
## [44,] 0.410663050 -0.075326578 6.870103e-01 0.640736180 -0.055351938
## [45,] 0.395337809 -0.106722014 5.000375e-01 0.533382179 0.227712469
## [46,] 0.431424921 0.701122778 -4.447236e-01 -0.514654730 -0.669216826
## [47,] 0.648958831 -0.021803533 5.077940e-01 0.764851513 -0.087651038
## [48,] 0.670622186 0.756492614 -6.129414e-01 -0.384224455 -0.718166773
## [49,] 1.074049355 -0.134197298 4.261403e-01 0.750047018 -0.191774799
## [50,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [51,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [52,] 1.510187072 2.031435879 -3.065100e+00 0.218428285 1.833020957
## [53,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [54,] 2.202785020 0.807972855 -7.633979e-01 0.998174559 -1.607913776
## [55,] 0.154156820 -0.697557623 -7.594430e-02 0.904471699 -1.544159375
## [56,] 2.166725629 0.734101242 -1.203334e+00 0.745576909 -0.941879878
## [57,] 1.449403534 -0.709158270 -1.433689e-01 2.105853165 -2.258020422
## [58,] 2.178417917 -0.023092764 2.799602e-02 1.972278321 -0.445990670
## [59,] 2.217770616 0.787718732 -9.655369e-01 0.900224754 -1.269955959
## [60,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [61,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [62,] 2.173909786 0.014902386 2.693503e-01 2.096730997 -0.844191261
## [63,] 2.173008302 0.013055595 2.583519e-01 2.090416056 -0.827540413
## [64,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [65,] 2.131322005 -0.127758379 7.858688e-02 2.122023407 -0.715167042
## [66,] 1.487209015 0.109692665 -9.664055e-01 1.124604122 -3.334887433
## [67,] 2.230878954 0.804699220 -8.664290e-01 0.961554863 -1.421852128
## [68,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [69,] 0.166442664 0.096948791 -1.140713e+00 -0.238478816 -2.267292810
## [70,] 0.898101126 0.760898142 -1.090158e+00 -0.416390652 -0.295574808
## [71,] 0.884577878 0.760152320 -1.089114e+00 -0.430612535 -0.300892993
## [72,] 0.874633825 0.005864447 1.746002e-01 0.800557669 0.113161726
## [73,] 0.876826203 0.735809070 -1.188031e+00 -0.476219636 -0.146990089
## [74,] 0.906242156 0.056515069 4.023048e-01 0.930173445 -0.201550790
## [75,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [76,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [77,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [78,] 0.867421947 -0.008909875 8.661299e-02 0.750038139 0.246368505
## [79,] 0.868323431 -0.007063085 9.761138e-02 0.756353081 0.229717658
## [80,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [81,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [82,] 0.882747188 0.022485560 2.735857e-01 0.857392140 -0.036695901
## [83,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [84,] 0.918834300 0.830330353 -6.711754e-01 -0.190644768 -0.933625196
## [85,] 2.136075147 0.671310371 -1.577279e+00 0.530868907 -0.375751065
## [86,] 0.889058557 0.008457060 1.845551e-01 0.821094493 0.101829063
## [87,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [88,] 0.905673715 0.794906361 -8.360822e-01 -0.274141516 -0.679817207
## [89,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [90,] 0.898974890 0.028771753 3.055374e-01 0.890558847 -0.081330258
## [91,] 0.881727202 0.740950950 -1.140494e+00 -0.453704103 -0.216642644
## [92,] 0.894467466 0.019537802 2.505454e-01 0.858984141 0.001923979
## [93,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [94,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [95,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [96,] 0.870126401 -0.003369504 1.196082e-01 0.768982963 0.196415963
## [97,] 0.892663520 0.042800254 3.945681e-01 0.926856494 -0.219855223
## [98,] 0.910720937 0.813709240 -7.701609e-01 -0.247479239 -0.783767569
## [99,] 0.925145669 0.816301852 -7.602060e-01 -0.226942415 -0.795100231
## [100,] 0.904383799 0.039852495 3.715278e-01 0.928448494 -0.181235343
## [101,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [102,] 0.889085302 0.769386272 -1.034122e+00 -0.399037829 -0.384147230
## [103,] 2.228174499 0.799158849 -8.994242e-01 0.942610039 -1.371899586
## [104,] 2.208755768 0.769250829 -1.075521e+00 0.837075342 -1.103447484
## [105,] 0.887136110 0.752031692 -1.074504e+00 -0.415814455 -0.316547729
## [106,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [107,] 0.855162847 -0.042487077 -6.729550e-02 0.672856332 0.483525647
## [108,] 0.906213513 0.804475288 -8.251529e-01 -0.279053945 -0.700513331
## [109,] 0.901706089 0.795241336 -8.801449e-01 -0.310628651 -0.617259094
## [110,] 0.916129845 0.824789982 -7.041706e-01 -0.209589592 -0.883672653
## [111,] 0.861111553 -0.021837408 9.624207e-03 0.705833551 0.362924438
## [112,] 1.074950840 -0.132350508 4.371387e-01 0.756361960 -0.208425646
## [113,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [114,] 0.884550157 0.026179141 2.955825e-01 0.870022023 -0.069997596
## [115,] 0.900804604 0.793394546 -8.911433e-01 -0.316943593 -0.600608247
## [116,] 0.888156096 0.033566302 3.395761e-01 0.895281788 -0.136600986
## [117,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [118,] 0.857022181 -0.052780536 -2.025379e-01 0.594079047 0.718291096
## [119,] 0.896269459 0.050187415 4.385617e-01 0.952116259 -0.286458613
## [120,] 0.882774909 0.756458739 -1.111111e+00 -0.443242418 -0.267591298
## [121,] 0.889959066 0.037259883 3.615729e-01 0.907911670 -0.169902681
## [122,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [123,] 0.876464515 0.743531207 -1.188100e+00 -0.487447006 -0.151035366
## [124,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [125,] 0.883676393 0.758305530 -1.100113e+00 -0.436927476 -0.284242145
## [126,] 0.865618977 -0.012603456 6.461619e-02 0.737408257 0.279670200
## [127,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [128,] 0.890860551 0.039106673 3.725713e-01 0.914226612 -0.186553528
## [129,] 0.905312028 0.802628498 -8.361513e-01 -0.285368886 -0.683862484
## [130,] 0.891762035 0.040953464 3.835697e-01 0.920541553 -0.203204375
## [131,] 0.883648672 0.024332351 2.845841e-01 0.863707082 -0.053346748
## [132,] 0.901678368 0.061268157 5.045521e-01 0.990005907 -0.386363697
## [133,] 0.874661546 0.739837626 -1.210097e+00 -0.500076889 -0.117733671
## [134,] 0.887254612 0.031719512 3.285777e-01 0.888966847 -0.119950138
## [135,] 0.889057581 0.035413093 3.505745e-01 0.901596729 -0.153251833
## [136,] 0.893565005 0.044647044 4.055665e-01 0.933171435 -0.236506070
## [137,] 0.864177695 -0.024019173 4.268847e-02 0.736005745 0.317017172
## [138,] 0.908016482 0.808168869 -8.031561e-01 -0.266424063 -0.733815026
## [139,] 0.891249959 0.765357716 -1.012057e+00 -0.375180576 -0.413403648
## [140,] 0.876436794 0.009558028 1.965970e-01 0.813187552 0.079860031
## [141,] 0.908917967 0.810015659 -7.921577e-01 -0.260109122 -0.750465874
## [142,] 0.881845703 0.020638770 2.625873e-01 0.851077199 -0.020045054
## [143,] 0.189881269 0.144965340 -8.547550e-01 -0.074290344 -2.700214843
## [144,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [145,] 0.855702644 -0.032918150 -5.636617e-02 0.667943903 0.462829522
## [146,] 0.889986787 0.771233062 -1.023124e+00 -0.392722888 -0.400798077
## [147,] 0.150188218 -0.670266614 4.601249e-02 0.948486800 -1.736682159
## [148,] 0.922441215 0.810761481 -7.932012e-01 -0.245887239 -0.745147689
## [149,] 0.856604129 -0.031071359 -4.536778e-02 0.674258844 0.446178675
## [150,] 0.928806997 0.836658006 -7.074322e-01 -0.212587582 -0.848717373
## [151,] 0.900776883 0.059421367 4.935537e-01 0.983690965 -0.369712850
## [152,] -1.028407836 -1.616723184 -9.745774e-01 -0.079255435 -0.401985946
## [153,] 1.376252073 0.734123623 -3.769357e-01 0.510111054 -1.050763958
## [154,] 1.352729383 -0.033879065 8.790421e-01 1.737964307 -0.655013673
## [155,] 1.373547619 0.728583252 -4.099309e-01 0.491166230 -1.000811416
## [156,] -0.067557901 0.567384474 5.992817e-02 -0.549735146 -0.771087129
## [157,] -0.554285424 0.403191824 -2.313583e-01 -1.175418250 0.033553877
## [158,] -0.577751749 -0.378797904 8.673803e-01 -0.038972164 0.697371307
## [159,] -0.887568744 0.511693636 3.253073e-01 -1.239816666 -0.113687240
## [160,] -0.916443978 -0.281376834 1.358056e+00 -0.141260228 0.650035275
## [161,] -0.930867735 -0.310925479 1.182081e+00 -0.242299288 0.916448834
## [162,] 0.407199793 0.511497623 3.650655e-01 0.024781955 -0.987785990
## [163,] 0.355056545 -0.404230619 1.285537e+00 1.197998650 -0.208478329
## [164,] 0.408101278 0.513344413 3.760639e-01 0.031096896 -1.004436837
## [165,] 0.373290217 -0.286651118 1.379705e+00 1.107330429 -0.205385902
## [166,] -0.874046473 0.539395491 4.902833e-01 -1.145092548 -0.363449952
## [167,] 0.410862097 0.504897744 2.518199e-01 -0.041365448 -0.786322235
## [168,] -0.580240738 -0.405721411 8.160698e-01 -0.050836361 0.785666933
## [169,] -0.091243855 -0.251437120 6.299301e-01 0.278722856 0.449613785
## [170,] -1.568238291 -0.818745046 -1.919665e+00 -1.738614803 -0.537490814
## [171,] -1.558321959 -0.798430353 -1.798683e+00 -1.669150449 -0.720650136
## [172,] -0.177785809 -0.077583714 1.111125e+00 0.403435492 0.088377519
## [173,] -0.179921001 -0.076484730 1.084368e+00 0.382644362 0.153517635
## [174,] -0.179019516 -0.074637940 1.095367e+00 0.388959303 0.136866788
## [175,] -0.158257646 0.701811417 -3.636719e-02 -0.766431606 -0.476998100
## [176,] -0.157356161 0.703658207 -2.536879e-02 -0.760116665 -0.493648948
## [177,] 0.001464833 -0.253482283 1.115940e+00 0.205834886 0.181598060
## [178,] -0.151947252 0.714738949 4.062159e-02 -0.722227017 -0.593554032
## [179,] -0.162765069 0.692577465 -9.135917e-02 -0.798006312 -0.393743863
## [180,] 0.133383432 -0.239276929 2.673535e-01 0.303967328 0.701375202
## [181,] 0.138037078 -0.216381978 3.407299e-01 0.339688778 0.583823159
## [182,] 0.171392015 -0.148050736 7.476706e-01 0.573341603 -0.032258197
## [183,] -0.152848737 0.712892159 2.962319e-02 -0.728541959 -0.576903185
## [184,] -0.178118032 -0.072791150 1.106365e+00 0.395274245 0.120215940
## [185,] -0.163666554 0.690730675 -1.023576e-01 -0.804321253 -0.377093015
## [186,] -0.160962100 0.696271046 -6.936238e-02 -0.785376430 -0.427045558
## [187,] -1.338985079 -1.517663084 -8.241682e-01 -0.377014324 -0.172386043
## [188,] -0.856938334 -1.814035430 -1.063988e+00 -0.325529265 -0.190746200
## [189,] 1.346832924 -0.036085231 8.679214e-01 1.727153728 -0.636324283
## [190,] -1.033816745 -1.627803926 -1.040568e+00 -0.117145083 -0.302080861
## [191,] 1.327516771 0.602606848 -3.799384e-01 0.639728043 -1.267532580
## [192,] -1.010350420 -0.845814198 -2.139306e+00 -1.253591169 -0.965898292
## [193,] -1.031112291 -1.622263555 -1.007573e+00 -0.098200259 -0.352033404
## [194,] -1.028407836 -1.616723184 -9.745774e-01 -0.079255435 -0.401985946
## [195,] -1.007645966 -0.840273827 -2.106311e+00 -1.234646345 -1.015850834
## [196,] 1.382579414 0.747066036 -2.999320e-01 0.554315250 -1.167312250
## [197,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [198,] 1.382074916 0.755925731 -2.450773e-01 0.581394711 -1.248535585
## [199,] 0.388953646 -0.137003868 3.154912e-01 0.552213288 0.318412194
## [200,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [201,] 1.344128470 -0.041625602 8.349262e-01 1.708208905 -0.586371740
## [202,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [203,] 0.081841105 0.759028042 -1.935867e-01 -0.629686390 -0.542598895
## [204,] 1.382976401 0.757772522 -2.340789e-01 0.587709652 -1.265186432
## [205,] 1.362214530 -0.018676835 8.976549e-01 1.743100562 -0.651321544
## [206,] 0.034034691 -0.072825024 6.081953e-01 0.336256282 0.570791416
## [207,] 1.336916591 -0.056399924 7.469390e-01 1.657689375 -0.453164961
## [208,] 1.362185886 0.729283384 -3.298028e-01 0.533873171 -1.150284086
## [209,] 1.368496280 0.742210916 -2.528141e-01 0.578077760 -1.266840018
## [210,] 1.369397764 0.744057707 -2.418157e-01 0.584392701 -1.283490865
## [211,] 0.842711647 -0.109396784 -4.188219e-01 0.517300660 -2.957812558
## [212,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [213,] 0.364613557 -0.186867207 1.853443e-02 0.381709875 0.767985075
## [214,] 0.370384153 -0.183508602 8.459389e-02 0.430826893 0.672125267
## [215,] 0.378497516 -0.166887489 1.835795e-01 0.487661364 0.522267640
## [216,] 0.373628405 -0.168399304 1.285184e-01 0.444859287 0.601476601
## [217,] 0.394362555 -0.125923126 3.814815e-01 0.590102936 0.218507109
## [218,] -0.329721365 -0.809776324 2.529629e-01 0.749259437 -1.627291499
## [219,] 0.429548182 0.680074876 -5.742780e-01 -0.464248914 -0.661771338
## [220,] 0.385201485 -0.158052029 2.531132e-01 0.522806780 0.419313390
## [221,] 0.403405123 0.626517956 -8.932315e-01 -0.647382210 -0.178896762
## [222,] 0.358303164 -0.199794739 -5.845434e-02 0.337505286 0.884541007
## [223,] 0.380154263 -0.176854908 1.871918e-01 0.496144503 0.523263752
## [224,] 0.378135829 -0.159165352 1.835104e-01 0.476433994 0.518222363
## [225,] 0.353255942 -0.218597618 -1.243757e-01 0.310843009 0.988491369
## [226,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [227,] 0.365876729 -0.192742553 2.960190e-02 0.399252186 0.755379505
## [228,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [229,] 0.410589281 -0.092680900 5.794527e-01 0.703771878 -0.081208144
## [230,] 0.375646840 -0.186088859 1.321999e-01 0.464569796 0.606517989
## [231,] 0.397969470 -0.145491998 2.594557e-01 0.534860465 0.406984616
## [232,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [233,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [234,] 0.346583862 -0.223803014 -2.014335e-01 0.255411050 1.101002024
## [235,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [236,] 0.349650003 -0.225984779 -1.683692e-01 0.285583244 1.055094759
## [237,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [238,] 0.368219496 -0.179480046 6.252802e-02 0.406969640 0.701381685
## [239,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [240,] 0.358303164 -0.199794739 -5.845434e-02 0.337505286 0.884541007
## [241,] 0.369120981 -0.177633255 7.352642e-02 0.413284581 0.684730838
## [242,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [243,] 0.376332859 -0.162858933 1.615136e-01 0.463804111 0.551524058
## [244,] 0.391685821 0.602509682 -1.036211e+00 -0.729476446 0.037564255
## [245,] 0.370022466 -0.175786465 8.452482e-02 0.419599522 0.668079990
## [246,] 0.361762881 -0.206068578 -3.284516e-02 0.358618307 0.852235424
## [247,] 0.381769489 0.582194988 -1.157193e+00 -0.798940800 0.220723577
## [248,] 0.409687796 -0.094527690 5.684543e-01 0.697456937 -0.064557297
## [249,] 0.385709394 -0.152113166 2.715666e-01 0.538180894 0.389060861
## [250,] 0.359566336 -0.205670086 -4.738687e-02 0.355047598 0.871935437
## [251,] 0.407884826 -0.098221271 5.464575e-01 0.684827055 -0.031255602
## [252,] 0.371825435 -0.172092884 1.065216e-01 0.432229405 0.634778296
## [253,] 0.379966519 0.578501408 -1.179190e+00 -0.811570682 0.254025272
## [254,] 0.354157427 -0.216750828 -1.133773e-01 0.317157950 0.971840521
## [255,] 0.400672948 -0.112995594 4.584703e-01 0.634307525 0.101951177
## [256,] 0.384473943 0.587735359 -1.124198e+00 -0.779995976 0.170771034
## [257,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [258,] 0.412246028 -0.102648319 5.830651e-01 0.712255017 -0.080212033
## [259,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [260,] 0.382886439 0.562658642 -1.164510e+00 -0.785545232 0.242415813
## [261,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [262,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [263,] 0.548703846 -0.358324388 8.310183e-02 0.223845223 0.746112957
## [264,] 0.381055748 -0.175008117 1.981902e-01 0.502459444 0.506612905
## [265,] 0.375459095 0.569267456 -1.234182e+00 -0.843145388 0.337279509
## [266,] 0.404278887 -0.105608432 5.024639e-01 0.659567290 0.035347788
## [267,] 0.377623752 0.565238900 -1.212116e+00 -0.819288135 0.308023091
## [268,] 0.379065035 0.576654617 -1.190188e+00 -0.817885623 0.270676119
## [269,] 0.401574433 -0.111148803 4.694687e-01 0.640622466 0.085300330
## [270,] 0.380868004 0.580348198 -1.168191e+00 -0.805255741 0.237374424
## [271,] 0.370951672 0.560033504 -1.289174e+00 -0.874720094 0.420533746
## [272,] 0.406081857 -0.101914852 5.244607e-01 0.672197172 0.002046093
## [273,] 0.411490765 -0.090834110 5.904511e-01 0.710086819 -0.097858992
## [274,] 0.373656126 0.565573875 -1.256179e+00 -0.855775271 0.370581204
## [275,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [276,] 0.380328207 0.570779271 -1.179121e+00 -0.800343312 0.258070549
## [277,] 0.374557611 0.567420666 -1.245180e+00 -0.849460329 0.353930356
## [278,] 0.366444248 0.550799553 -1.344166e+00 -0.906294801 0.503787983
## [279,] 0.378163550 0.574807827 -1.201187e+00 -0.824200564 0.287326967
## [280,] 0.370050187 0.558186714 -1.300172e+00 -0.881035036 0.437184593
## [281,] 0.382670974 0.584041779 -1.146195e+00 -0.792625858 0.204072729
## [282,] 0.374919298 0.559698529 -1.245111e+00 -0.838232959 0.357975633
## [283,] 0.383572458 0.585888569 -1.135196e+00 -0.786310917 0.187421882
## [284,] 0.361936824 0.541565601 -1.399158e+00 -0.937869507 0.587042220
## [285,] 0.362810588 -0.190560788 -3.462359e-03 0.369079992 0.801286770
## [286,] 0.402475918 -0.109302013 4.804671e-01 0.646937407 0.068649483
## [287,] 0.364641278 0.547105972 -1.366163e+00 -0.918924683 0.537089678
## [288,] 0.360106133 -0.196101159 -3.645755e-02 0.350135169 0.851239312
## [289,] 0.397067009 -0.120382755 4.144767e-01 0.609047760 0.168554567
## [290,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [291,] 0.395264039 -0.124076336 3.924799e-01 0.596417877 0.201856262
## [292,] 0.405180372 -0.103761642 5.134623e-01 0.665882231 0.018696940
## [293,] 0.403377402 -0.107455223 4.914655e-01 0.653252348 0.051998635
## [294,] -0.311124151 -0.029298412 -9.008368e-01 -0.429988725 -2.211899969
## [295,] 0.407011063 0.633905118 -8.492379e-01 -0.622122445 -0.245500152
## [296,] 0.401602154 0.622824376 -9.152283e-01 -0.660012092 -0.145595067
## [297,] -0.317434545 -0.042225944 -9.778256e-01 -0.474193314 -2.095344037
## [298,] 1.361313045 -0.020523625 8.866565e-01 1.736785621 -0.634670697
## [299,] 1.383877885 0.759619312 -2.230805e-01 0.594024594 -1.281837280
## [300,] -1.804475078 -1.936227178 -1.207944e+00 -0.751237823 0.668990146
## [301,] -1.210281440 -0.691419017 -3.482527e+00 -0.301300382 3.231087066
## [302,] -1.496030599 -0.988682513 -1.998415e+00 -1.501935549 -0.760647824
## [303,] -1.785495546 -1.168855744 -2.464423e+00 -1.978921907 0.259092664
## [304,] -1.568177102 -1.870398919 -1.493590e+00 -0.706496291 0.802315369
## [305,] 0.836133727 0.487310709 -5.994067e-01 0.068100353 -0.328068111
## [306,] -2.305028031 -2.593768181 -1.794471e+00 -0.639895711 -0.776073569
## [307,] -1.562914415 -1.872979176 -1.445984e+00 -0.672753387 0.736708090
## [308,] -2.283060173 -2.554237778 -1.525750e+00 -0.480175874 -1.207532329
## [309,] -2.540639987 -2.636366514 -1.479511e+00 -0.685402929 -0.964392722
## [310,] 0.766348781 -0.442924871 1.621676e-01 1.137024987 0.672123722
## [311,] -1.551922655 -1.103183514 -2.680316e+00 -1.893461906 0.271704718
## [312,] 0.846813074 0.511483948 -7.090982e-01 -0.014271438 -0.127488508
## [313,] 0.612213797 0.445767001 -6.066110e-01 -0.173600478 0.017297080
## [314,] 0.657227027 -0.574098020 3.998479e-01 1.193970682 0.242806671
## [315,] 0.691314500 0.248919379 -1.982949e+00 1.783979567 1.206756282
## [316,] -0.211156144 0.898850628 -2.007706e+00 0.333762196 0.151298271
## [317,] 0.269284033 0.248733067 -1.979935e-01 -0.230034353 -0.378559923
## [318,] 0.844409103 1.443552401 -2.623869e+00 0.145871994 2.432720587
## [319,] -0.143828944 -0.509034142 1.032901e+00 0.589002353 0.745087433
## [320,] -0.135666794 0.209144487 -4.758337e-01 -0.768371934 0.734321013
## [321,] -0.827658950 -0.400502123 -2.084791e-01 -0.393104918 -1.714953380
## [322,] 1.166327303 -0.385413060 -2.747779e-02 1.289387326 0.465954632
## [323,] 0.796849894 -0.352085191 4.613285e-02 0.947968285 1.042359008
## [324,] -0.254594266 0.801928035 -2.451265e+00 0.086161565 0.814171043
## [325,] 0.244326882 0.188399114 -3.762188e-01 -0.320080025 -0.120649841
## [326,] -0.454459535 -0.430699674 -2.337466e-01 -0.021601429 -2.363925926
## [327,] -0.510180843 -1.247069350 5.532331e-01 0.913820156 -1.236887614
## [328,] 0.817791618 -0.295247522 3.052657e-01 1.080138257 0.670531814
## [329,] 4.329173787 13.721362711 9.168485e+00 -5.254077643 -2.637883390
## [330,] 1.174772889 -0.373584511 7.626740e-02 1.354383045 0.284258583
## [331,] 1.823285076 1.709007545 -2.987414e+00 0.850407817 1.765354715
## [332,] 0.243356439 0.173793012 -5.352623e-01 -0.406087022 0.142657736
## [333,] 0.244321458 0.200742903 -4.009685e-01 -0.340355864 -0.097343694
## [334,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [335,] -0.022298124 0.527594489 3.941526e-01 -0.131907433 1.090853899
## [336,] 0.838928055 0.487204306 -7.785870e-01 -0.053370970 -0.024560586
## [337,] 0.265625847 0.222902403 -3.077860e-01 -0.277460758 -0.210044714
## [338,] 0.474525618 1.495569706 -2.352049e+00 -0.085709408 2.717128596
## [339,] -0.141763251 -0.522967727 9.573567e-01 0.556692754 0.870844043
## [340,] 1.192240228 -0.334285968 1.412587e-01 1.383609672 0.217322143
## [341,] -0.456476993 -0.439966151 -4.034476e-01 -0.121814174 -2.113886418
## [342,] -0.113800050 0.228941250 -2.276747e-01 -0.608404629 0.355539484
## [343,] -0.160633079 -0.561049832 7.141757e-01 0.406858568 1.265951944
## [344,] 0.249791720 0.212524137 -3.471928e-01 -0.319686637 -0.151808675
## [345,] 0.218719941 -0.580147840 6.710138e-01 0.775299092 0.631613853
## [346,] -1.286134257 -1.066689101 6.535826e-01 0.190107696 -1.175679088
## [347,] -0.215227033 0.136023103 3.119060e-01 -0.387853337 -0.551507619
## [348,] 0.258952790 0.244653040 -2.188244e-01 -0.252390481 -0.352614955
## [349,] 0.951068828 0.874026959 -1.223037e+00 1.522819109 2.712760081
## [350,] -0.126348936 0.243101380 -2.525822e-01 -0.653808223 0.402324344
## [351,] -0.070276458 0.365669358 4.842194e-01 -0.227201426 -0.753303271
## [352,] -2.573188293 -0.386945896 -4.941984e-01 -2.391887069 -2.148768822
## [353,] 0.679059871 0.158698361 -8.548021e-01 -0.005001298 -0.185936428
## [354,] 0.222325880 -0.572760679 7.150074e-01 0.800558856 0.565010464
## [355,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [356,] -0.458501495 0.720110155 -1.211897e+00 0.205575695 3.432491464
## [357,] -0.493863553 -1.233408187 6.304815e-01 0.967015627 -1.357512990
## [358,] 1.205553434 0.433309129 -9.761240e-01 0.234025960 -0.408128036
## [359,] 0.845497656 0.498915791 -7.859646e-01 -0.053980389 -0.012971118
## [360,] -0.124995199 0.217644971 -3.622374e-01 -0.696739383 0.568808651
## [361,] 0.372663711 0.335418642 -6.289666e-01 -0.375606055 0.344483433
## [362,] -0.332018308 0.370748145 -8.916579e-01 -1.186262701 0.581524051
## [363,] -0.316063412 0.439360547 -5.181322e-01 -0.988267218 -0.024601431
## [364,] -0.171848747 0.080538753 -4.825105e-01 -0.634386960 0.570158808
## [365,] 0.221062708 -0.566885333 7.039399e-01 0.783016545 0.577616034
## [366,] 0.249813055 0.200381543 -4.398891e-01 -0.357735690 -0.008196002
## [367,] 0.245430518 0.216951185 -3.838003e-01 -0.347114599 -0.102852244
## [368,] -0.180446954 -0.663460901 6.960339e-01 0.533697782 1.123497047
## [369,] 0.231782383 0.190401770 -4.938376e-01 -0.403532279 0.069740050
## [370,] -0.468323135 -0.435865953 -3.254686e-01 -0.085099735 -2.229676716
## [371,] -0.492537361 -0.486881731 -6.773640e-01 -0.293909588 -1.702933417
## [372,] 0.133039062 -0.156146630 -7.240895e-01 0.205290244 -2.142844756
## [373,] -0.125301229 0.258609170 -2.231994e-01 -0.643346538 0.351375690
## [374,] -0.101861649 0.279669685 -1.032605e-01 -0.559660302 0.173534553
## [375,] -0.493466566 -1.222701701 6.963346e-01 1.000410029 -1.455387173
## [376,] -0.149669039 -0.525227348 8.645409e-01 0.486784606 1.031843968
## [377,] -0.143410892 -0.530743319 8.757307e-01 0.508822555 1.017199855
## [378,] -0.108983939 0.272270334 -1.459509e-01 -0.590151067 0.230750313
## [379,] 0.230466964 0.177833613 -5.707040e-01 -0.443241230 0.184257440
## [380,] -0.130404108 0.206564229 -4.282278e-01 -0.734629030 0.668713735
## [381,] 0.377434367 0.392256147 -4.286979e-01 -0.292484811 0.058983810
## [382,] 0.077813195 -1.017135510 -1.646444e-02 1.133787063 -0.907389962
## [383,] -0.080618308 0.473682222 -7.487281e-01 -0.887243452 0.027349818
## [384,] 0.001705198 0.157731740 -1.678261e-01 -0.449456289 -0.141313770
## [385,] -0.853380496 -1.158882232 9.889163e-01 0.779957386 -1.200969408
## [386,] 0.091035039 -0.017136600 -1.619488e+00 1.450693158 1.193430140
## [387,] -1.784356469 -0.414812510 6.295734e-02 -1.114935372 -1.769765958
## [388,] -0.145847635 -0.539223323 8.902191e-01 0.519124998 1.003583662
## [389,] -0.114556289 0.267711492 -5.426921e-02 -0.530070591 0.082811628
## [390,] -0.710525207 0.772155400 -2.889271e+00 -0.413976193 0.807762455
## [391,] -0.573997023 0.329209320 -4.964477e-01 -1.184567340 0.241693686
## [392,] 0.358502211 0.380429583 -4.936448e-01 -0.344596341 0.153570710
## [393,] -0.561571071 0.371063179 -4.269031e-01 -1.162902081 0.140904449
## [394,] -0.580502113 0.315644904 -5.317941e-01 -1.205043939 0.261834532
## [395,] -0.839976726 -0.410868197 -2.491891e-01 -0.430099798 -1.647329711
## [396,] 0.249937942 0.226185137 -3.288084e-01 -0.315539893 -0.186106481
## [397,] -0.130647294 -0.506025813 9.747845e-01 0.558924901 0.861266049
## [398,] -0.130222587 0.238653852 -3.440594e-01 -0.708315254 0.532496469
## [399,] -0.148552089 -0.544763694 8.572239e-01 0.500180174 1.053536204
## [400,] 0.253957815 0.244293665 -2.189468e-01 -0.256886118 -0.350576413
## [401,] -0.113728149 0.268956445 -9.860462e-02 -0.565399046 0.169212480
## [402,] -0.466748099 -0.461347303 -3.829646e-01 -0.101849359 -2.162652484
## [403,] -0.137055830 0.216172273 -4.319625e-01 -0.747607806 0.669756166
## [404,] 0.864729319 1.475307212 -2.436774e+00 0.257721632 2.147617638
## [405,] -0.570585919 0.352595276 -5.368871e-01 -1.226051494 0.307412924
## [406,] 0.974470508 0.367604373 -8.749400e-01 0.079927920 -0.253954818
## [407,] -0.855016298 -0.457570421 -3.421247e-01 -0.455658205 -1.543871986
## [408,] -1.311034774 -1.120737025 4.484449e-01 0.084180003 -0.876075794
## [409,] -0.845317394 -1.021865379 1.152708e-01 0.348038543 -1.008930970
## [410,] -0.107271534 0.295544977 -3.231442e-03 -0.517047713 0.018358741
## [411,] -0.483904031 -1.230409498 7.927629e-01 1.078801316 -1.615390986
## [412,] -1.739112295 -0.405040497 -2.343586e-01 -1.270924549 -1.554115228
## [413,] 0.359993418 0.382746828 -4.943745e-01 -0.339149566 0.134328132
## [414,] 0.365567867 0.381542906 -4.240420e-01 -0.298223555 0.054661737
## [415,] 1.079069991 -0.336334158 -4.014754e-01 1.363354888 2.421947150
## [416,] -0.119046493 0.238294640 -2.853177e-01 -0.663762164 0.448207442
## [417,] 0.222179658 -0.586421679 6.966230e-01 0.796412113 0.599308270
## [418,] 1.336752871 -0.566765477 -2.044505e-02 1.082693185 0.495518320
## [419,] 0.802328737 -0.355201170 9.414891e-02 0.985047753 0.950878089
## [420,] -0.476310635 -0.453639505 -4.793928e-01 -0.180240645 -2.002648671
## [421,] -0.112732689 0.266020731 -1.350208e-01 -0.577104000 0.220175645
## [422,] 0.219161596 0.164546705 -6.478152e-01 -0.491941456 0.302851914
## [423,] -0.145161615 -0.515993396 9.195329e-01 0.518359313 0.948589731
## [424,] -0.115798831 0.268202497 -1.680850e-01 -0.607276194 0.266082910
## [425,] -0.467782361 -0.453253059 -4.805587e-01 -0.170514400 -1.995291944
## [426,] -0.403655055 0.563743576 -2.943746e-01 -0.723557220 -0.133785872
## [427,] 0.081738122 -0.324331989 -9.400064e-01 0.226811577 -1.997293466
## [428,] -0.103575030 0.283351076 -7.996051e-02 -0.552261419 0.130845229
## [429,] 0.251740912 0.229878718 -3.068116e-01 -0.302910011 -0.219408176
## [430,] -0.119612345 0.246453844 -2.182483e-01 -0.619462283 0.321544002
## [431,] -0.119676855 0.248306776 -1.755243e-01 -0.598376264 0.289813689
## [432,] 0.355797756 0.374889212 -5.266400e-01 -0.363541165 0.203523252
## [433,] 1.451480544 1.725929837 -2.944216e+00 0.502599410 2.378252636
## [434,] -0.083176540 0.481802850 -7.633389e-01 -0.902041532 0.043004554
## [435,] -0.114535659 0.262327151 -1.570176e-01 -0.589733883 0.253477340
## [436,] -1.058701948 0.205542117 -2.370007e-01 -1.489632479 0.456149513
## [437,] -0.826454454 -0.383166342 -8.421314e-02 -0.335375679 -1.897092422
## [438,] -0.562983710 -0.388312757 7.786269e-01 0.044922797 0.677213963
## [439,] 0.362863412 0.376002535 -4.570372e-01 -0.317168379 0.104614279
## [440,] 0.839454974 0.483048625 -8.154698e-01 -0.068937712 0.040016078
## [441,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [442,] -0.123282794 0.240919614 -2.195179e-01 -0.623636029 0.356417079
## [443,] -0.497560056 -1.221214286 7.072106e-01 1.002229333 -1.469999478
## [444,] 0.359155085 -0.388505324 7.998953e-01 0.924527056 0.520671555
## [445,] 0.834340663 -0.274446328 4.853190e-01 1.193522242 0.391500867
## [446,] 0.805503875 0.419135496 -1.076101e+00 -0.206270941 0.408726414
## [447,] -0.498875475 -1.233782443 6.303442e-01 0.962520382 -1.355482088
## [448,] -0.114267947 0.259387518 -1.095339e-01 -0.560486617 0.189908604
## [449,] -0.841418008 -0.422283915 -2.711168e-01 -0.431502310 -1.609982739
## [450,] -0.158252701 -0.538582788 8.569265e-01 0.487963293 1.011500992
## [451,] -0.504068919 -1.266246321 5.460385e-01 0.931711361 -1.217233920
## [452,] -0.101521568 0.304287923 1.655764e-01 -0.408267404 -0.248166778
## [453,] -0.100960164 0.281516476 -9.226211e-02 -0.553345360 0.156883706
## [454,] 0.261658220 0.223237378 -3.518487e-01 -0.313947893 -0.147486601
## [455,] -0.126970445 0.218018522 -3.246199e-01 -0.674128556 0.489048588
## [456,] -0.474149119 -0.452193551 -4.003083e-01 -0.123311821 -2.146803156
## [457,] 0.374728937 0.413671809 -2.956736e-01 -0.230927399 -0.146144544
## [458,] -0.041507810 -1.172643168 1.802479e-01 1.171960270 -1.283950815
## [459,] 0.850907541 0.483040499 -8.859937e-01 -0.096592978 0.142204694
## [460,] -0.128691703 0.229838872 -2.855083e-01 -0.661525676 0.456322163
## [461,] -0.496710818 -1.237810999 6.524101e-01 0.986377635 -1.384738506
## [462,] -0.165780718 0.125906889 -2.346577e-01 -0.502789707 0.183076346
## [463,] 0.801654750 -0.300841708 2.829182e-01 1.062023226 0.667882117
## [464,] -0.147775505 -0.541114830 7.658150e-01 0.438941018 1.177632150
## [465,] -0.099753626 0.269355101 -5.428226e-02 -0.519921028 0.102584922
## [466,] -0.101375074 0.297751142 7.889328e-03 -0.506237135 -0.000330649
## [467,] -0.112192892 0.275589658 -1.240914e-01 -0.582016429 0.199479520
## [468,] 0.853611019 0.515536904 -6.869790e-01 0.002854082 -0.162828745
## [469,] 1.199243041 0.420381596 -1.053113e+00 0.189821371 -0.291572104
## [470,] 0.826357233 -0.305929608 2.835977e-01 1.087726627 0.703809341
## [471,] 0.821425279 0.446112819 -1.035438e+00 -0.195236536 0.373033027
## [472,] -0.108586952 0.282976820 -8.009785e-02 -0.556756664 0.132876131
## [473,] -0.124399744 0.260455960 -2.122010e-01 -0.637031597 0.334724843
## [474,] 0.227383965 0.182085636 -3.024668e-01 -0.280022022 -0.283279184
## [475,] 0.665884306 -0.580338523 2.867247e-01 1.132318917 0.442231883
## [476,] 1.171780445 0.386687063 -1.225895e+00 0.080552931 -0.064159102
## [477,] 0.239481812 0.196301516 -4.607201e-01 -0.380091818 0.017748965
## [478,] -0.465131130 -0.439200158 -3.473430e-01 -0.093233980 -2.198413564
## [479,] -0.127250421 0.241254590 -2.635806e-01 -0.660123164 0.418975191
## [480,] 0.114992356 0.299827001 -2.959859e-01 -0.439857404 0.153452267
## [481,] 0.703477113 -0.438037134 4.773657e-01 1.102530870 0.315246207
## [482,] -0.074307914 0.486609754 -6.717393e-01 -0.843038863 -0.089206114
## [483,] 1.158794727 -0.383036148 -1.449593e-01 1.210430317 0.654313622
## [484,] 1.214352817 0.473160168 -8.478247e-01 0.290094746 -0.612979594
## [485,] -0.131208157 -0.483179078 1.186878e+00 0.677411530 0.511975569
## [486,] -0.081670707 0.297778377 6.546516e-02 -0.451957799 -0.077262949
## [487,] -0.132422543 0.224253785 -4.319092e-01 -0.754339539 0.663672347
## [488,] -0.770871931 0.003487715 -4.334211e-01 -1.091184907 0.126609437
## [489,] -0.122653139 0.278136581 -3.296497e-02 -0.532994547 0.033356003
## [490,] 0.351262612 -0.368317919 8.030650e-01 0.905518687 0.517672886
## [491,] -0.107327191 0.262302915 -1.423385e-01 -0.581667928 0.231746425
## [492,] -0.106965504 0.254580778 -1.422694e-01 -0.570440558 0.235791702
## [493,] -0.847943867 -0.413828311 -3.297903e-01 -0.482787525 -1.531769890
## [494,] -1.459389098 -0.539609394 -4.538390e-01 -1.020111003 -1.706436552
## [495,] -0.489498940 -1.223036676 7.403973e-01 1.036897164 -1.517945286
## [496,] 0.851398907 0.975747701 -2.944033e+00 0.860033346 -0.048132442
## [497,] 1.196479690 0.386365213 -6.937503e-01 0.507772253 -1.014755768
## [498,] 0.444201040 -0.361893396 -1.266039e+00 0.410977453 -2.185980175
## [499,] 0.052001713 -0.688898712 1.017424e+00 0.399657737 0.876740903
## [500,] -0.809628278 -0.390522349 -1.545306e-01 -0.347308329 -1.792889432
## [501,] -0.123696729 0.230198248 -2.853859e-01 -0.657030039 0.454283621
## [502,] 0.125146214 0.012424399 -1.385953e+00 1.606011946 0.850076640
## [503,] -0.121235460 -0.476851424 1.150622e+00 0.655468716 0.596883392
## [504,] 0.216457142 0.159006334 -6.808104e-01 -0.510886280 0.352804457
## [505,] 0.232537646 0.178587561 -5.012236e-01 -0.401364082 0.087387009
## [506,] -1.814727243 -1.269199785 6.341647e-01 -0.262091733 -0.580019314
## [507,] 0.358060556 -0.364264963 8.251842e-01 0.922644207 0.482332649
## [508,] 0.251253361 0.238753294 -2.519420e-01 -0.275830942 -0.300623870
## [509,] -0.150411423 -0.534470235 9.924664e-01 0.578957459 0.818770754
## [510,] 0.836869021 -0.242803925 5.546164e-01 1.216898766 0.286566211
## [511,] 0.859433861 0.537339012 -5.551206e-01 0.074137739 -0.360600372
## [512,] 0.836210722 0.467939327 -8.593943e-01 -0.082970106 0.110664745
## [513,] 0.892879363 0.586089192 -2.689026e-01 0.247317094 -0.797591850
## [514,] 0.810885063 -0.303756941 3.745868e-01 1.132253265 0.539716726
## [515,] -0.032712821 0.097308845 -4.763356e-01 -0.619373741 0.316846582
## [516,] -0.816447557 -0.382432711 -8.395343e-02 -0.326384796 -1.901161867
## [517,] -0.111716114 -0.467243217 1.205751e+00 0.691538668 0.511598252
## [518,] -0.120432118 0.260120985 -1.681383e-01 -0.600544462 0.272166730
## [519,] 0.238820318 -0.542458086 9.604621e-01 0.943475065 0.201726474
## [520,] -0.516132849 -0.635017057 -7.618666e-01 -0.174184704 -1.743207131
## [521,] -0.361074285 -0.294189664 -5.671714e-01 -0.153865134 -1.775482136
## [522,] 0.336636268 -0.397540524 7.659455e-01 0.891740051 0.550317107
## [523,] 0.342219120 0.361174397 -5.343767e-01 -0.366858116 0.185218819
## [524,] 1.190270406 -0.346256207 2.036259e-01 1.426496337 0.114255934
## [525,] 1.182626906 -0.339111672 1.335439e-01 1.365559617 0.234993270
## [526,] -0.492711304 -1.234515910 6.889486e-01 1.002578227 -1.437740214
## [527,] -0.129133358 -0.514855673 1.033321e+00 0.605714871 0.785084102
## [528,] -0.118989859 0.244580669 -3.122301e-01 -0.679644185 0.489900654
## [529,] -0.123580662 -0.531868523 8.783679e-01 0.524795452 1.017437972
## [530,] -0.146993228 0.228273242 -3.299217e-01 -0.703497960 0.482928884
## [531,] -0.831501676 -0.401969221 -1.501344e-01 -0.362037956 -1.793142060
## [532,] -0.109975988 0.290004606 -3.622663e-02 -0.535992537 0.068311283
## [533,] 0.232322181 0.199970697 -4.829083e-01 -0.408444708 0.049043926
## [534,] 0.372115047 0.388550376 -4.493915e-01 -0.310345693 0.082897875
## [535,] 0.010611194 -0.315557355 -6.509750e-01 0.170848386 -2.348272736
## [536,] 0.009295775 -0.328125512 -7.278414e-01 0.131139434 -2.233755346
## [537,] 0.852023514 0.490460187 -7.272911e-01 -0.002695174 -0.091183967
## [538,] 0.883305828 0.109991936 -1.858100e+00 1.642797188 1.111581520
## [539,] -0.478684534 -1.215673751 7.990699e-01 1.070222884 -1.606279590
## [540,] -0.812694420 -0.388340584 -1.875949e-01 -0.377480523 -1.746982167
## [541,] -0.101918283 0.273383657 -7.634813e-02 -0.543778280 0.131841340
## [542,] -0.120038543 0.256028912 -1.755934e-01 -0.609603634 0.285768412
## [543,] -0.119586998 0.275954815 9.929708e-05 -0.502822353 -0.012551262
## [544,] -0.165590442 -0.552204671 8.238780e-01 0.475750202 1.067537354
## [545,] -0.126790591 -0.501593166 1.066247e+00 0.613432325 0.731086283
## [546,] -0.132151420 0.236112711 -3.111175e-01 -0.682638698 0.488627746
## [547,] 0.353820844 -0.376438547 8.176758e-01 0.920316767 0.502018150
## [548,] 0.142688659 -0.159848336 -8.166102e-01 0.165005095 -2.007354445
## [549,] -0.122290745 0.223185342 -3.292422e-01 -0.677794559 0.518856108
## [550,] -0.490916464 -1.240035351 6.229396e-01 0.974092934 -1.363312935
## [551,] -0.125924405 -0.518174998 1.011461e+00 0.597580234 0.816354895
## [552,] 0.232789101 0.196480462 -4.350296e-01 -0.375860485 -0.040406091
## [553,] -0.499561495 -1.257012369 6.010305e-01 0.963286067 -1.300488157
## [554,] -0.094706404 0.288157979 1.163905e-02 -0.493258751 -0.001365439
## [555,] 0.162300586 -0.740980499 5.070796e-01 0.807278561 0.675705974
## [556,] -0.023457484 -1.141091703 2.974675e-01 1.238595803 -1.446302053
## [557,] 0.110274714 -0.238249571 -1.068490e+00 0.039651445 -1.653300682
## [558,] -0.108228676 0.260456124 -1.533369e-01 -0.587982869 0.248397272
## [559,] -0.101410373 0.279322519 -5.789465e-02 -0.528404167 0.101588811
## [560,] -0.510379312 -1.279173853 4.690497e-01 0.887506772 -1.100677988
## [561,] -0.116909557 -0.499707095 1.121445e+00 0.660729647 0.649846421
## [562,] -0.120432118 0.260120985 -1.681383e-01 -0.600544462 0.272166730
## [563,] -1.004535867 0.296978155 1.629156e-01 -1.261806463 -0.104168477
## [564,] -0.120793805 0.267843122 -1.682074e-01 -0.611771832 0.268121453
## [565,] -1.467528079 -0.565533698 -5.951008e-01 -1.091468930 -1.504617596
## [566,] 0.119304945 0.325059747 -3.254269e-01 -0.475026616 0.202520658
## [567,] 0.840502681 0.498556415 -7.860870e-01 -0.058476027 -0.010932576
## [568,] -0.089150297 0.285943688 -7.000561e-02 -0.531724595 0.119512566
## [569,] -0.127942840 -0.500485442 1.007780e+00 0.577869725 0.811313506
## [570,] -0.500922809 -0.516011404 -7.397953e-01 -0.316584363 -1.595948401
## [571,] -0.514688129 -1.272938981 6.243164e-01 0.972717357 -1.382371090
## [572,] 0.168916164 -0.705152385 6.153013e-01 0.863645779 0.523865888
## [573,] -1.065178533 -0.539346840 8.290353e-01 -0.391353595 1.203990615
## [574,] -0.103721252 0.269690076 -9.834492e-02 -0.556408163 0.165143035
## [575,] 1.942293811 0.704176383 -2.052072e+00 1.690382593 2.726081988
## [576,] 0.470534374 -0.986448036 1.114502e-01 1.572650658 -1.784393744
## [577,] -0.969970543 0.080490816 -2.518256e-01 -1.349243697 0.363568506
## [578,] 0.211123090 0.082552513 -4.338668e-01 -0.230032358 -0.216055461
## [579,] -0.123136572 0.254580614 -2.011335e-01 -0.619489285 0.322119272
## [580,] -0.130509515 -0.494103280 1.125004e+00 0.637133312 0.635246466
## [581,] -0.154232828 -0.520474260 9.667881e-01 0.546617068 0.847031060
## [582,] -0.124483123 -0.506759281 1.033389e+00 0.598982746 0.779007923
## [583,] 0.250839427 0.228031927 -3.178100e-01 -0.309224952 -0.202757328
## [584,] -0.100473589 0.299597933 1.888773e-02 -0.499922193 -0.016981496
## [585,] -0.157838767 -0.527861421 9.227945e-01 0.521357303 0.913634450
## [586,] 0.114985265 -0.439530520 9.859628e-01 0.801113862 0.555013375
## [587,] 0.357600726 0.378582793 -5.046432e-01 -0.350911282 0.170221557
## [588,] 0.379236361 0.422905761 -2.406816e-01 -0.199352693 -0.229398781
## [589,] -0.344183383 -0.365524132 5.072301e-01 0.112457418 0.756768044
## [590,] 0.848076247 0.505608601 -6.980307e-01 0.003270874 -0.140094078
## [591,] 0.811814269 0.432063028 -9.991118e-01 -0.162066352 0.292170481
## [592,] -0.503382899 -1.243016394 5.753522e-01 0.930945676 -1.272227851
## [593,] -0.132715694 0.244160888 -1.723317e-01 -0.606605644 0.250813131
## [594,] -0.130773158 -0.504873374 1.029723e+00 0.597231341 0.784095631
## [595,] -0.805268053 -0.367993364 4.809640e-02 -0.239378131 -2.096926759
## [596,] 0.207779505 0.150433398 -6.410102e-01 -0.491687698 0.264847469
## [597,] -0.133052905 0.234265920 -3.221159e-01 -0.688953639 0.505278594
## [598,] -0.857581891 -1.209080382 7.948864e-01 0.694989835 -0.900282211
## [599,] -0.163032210 -0.560325299 8.384888e-01 0.490548282 1.051882618
## [600,] 0.486646218 0.254631465 -5.483368e-01 -0.196973816 -0.146760803
## [601,] 0.389098012 0.383022359 -4.248258e-01 -0.275010789 0.055910477
## [602,] 0.870614342 0.524822326 -5.890902e-01 0.080642169 -0.301284368
## [603,] 0.796461307 -0.333305586 1.986125e-01 1.031214205 0.806130285
## [604,] 0.267066153 0.261274153 -1.198388e-01 -0.195556010 -0.502472582
## [605,] -0.099067606 0.292585027 -2.496853e-02 -0.520686713 0.047590991
## [606,] -0.108319241 0.280037187 -3.261424e-02 -0.527509398 0.069307395
## [607,] -0.123554624 0.276289791 -4.396336e-02 -0.539309488 0.050006850
## [608,] -0.549028932 -1.419240021 3.270395e-01 0.946220195 -1.070095581
## [609,] -1.058840418 0.207553872 -4.786729e-01 -1.647783564 0.856539286
## [610,] -0.135760770 0.213926991 -4.284192e-01 -0.750352038 0.666707001
## [611,] -0.149482218 0.201349735 -3.812322e-01 -0.715362157 0.571224510
## [612,] -0.868851960 -1.203938667 7.835592e-01 0.668456641 -0.883607195
## [613,] -0.135425136 0.223932985 -3.503515e-01 -0.699737215 0.523392714
## [614,] -0.474121452 -1.173197737 9.931689e-01 1.166417805 -1.902921511
## [615,] 0.349430998 0.375948720 -4.463895e-01 -0.316338586 0.052012040
## [616,] 0.312637237 -0.449741658 5.718062e-01 0.792127299 0.833269554
## [617,] 0.259854275 0.246499831 -2.078260e-01 -0.246075540 -0.369265803
## [618,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [619,] -0.110877473 0.288157815 -4.722503e-02 -0.542307478 0.084962131
## [620,] -0.124545967 0.246794961 -2.305854e-01 -0.641178340 0.369022649
## [621,] -0.136119046 0.236447686 -3.551801e-01 -0.719125833 0.551185859
## [622,] -0.148676990 -0.542961620 7.548166e-01 0.432626077 1.194282998
## [623,] -1.041712207 0.242642888 -2.697033e-01 -1.527799681 0.540173184
## [624,] 0.251253361 0.238753294 -2.519420e-01 -0.275830942 -0.300623870
## [625,] -0.115611854 0.222792900 -3.477293e-01 -0.683763926 0.523623191
## [626,] 0.246961402 0.208136206 -3.252493e-01 -0.300325022 -0.179026550
## [627,] 0.478143176 -0.468042909 9.133770e-01 1.137715375 -0.052186991
## [628,] 0.319654280 -0.418968540 5.753604e-01 0.775902911 0.832385402
## [629,] 0.236139965 -0.301550374 -1.002553e+00 0.202407798 -2.113162165
## [630,] -0.337726768 -0.338935600 6.026032e-01 0.160808750 0.605914305
## [631,] 0.083735001 -0.985428374 2.130039e-01 1.261237571 -1.260174617
## [632,] 0.835938893 0.503309504 -6.838397e-01 0.001356435 -0.195745483
## [633,] 0.839573475 -0.237263554 5.876116e-01 1.235843590 0.236613669
## [634,] 0.168018797 -0.739429718 3.812648e-01 0.743757031 0.910495699
## [635,] -0.125210664 0.239028108 -3.439220e-01 -0.703820009 0.530465567
## [636,] -0.153814776 -0.542183436 8.096180e-01 0.466437270 1.119143482
## [637,] -0.154862483 -0.557691226 7.802352e-01 0.455975586 1.170092136
## [638,] 0.276081000 0.279742057 -9.854854e-03 -0.132406597 -0.668981057
## [639,] -0.144378632 0.206165574 -4.725501e-01 -0.780107048 0.735341293
## [640,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [641,] -0.112736807 0.298451275 8.801740e-02 -0.463530193 -0.149803319
## [642,] -0.111835322 0.300298065 9.901580e-02 -0.457215252 -0.166454166
## [643,] 0.213578744 -0.594168215 6.525070e-01 0.766656710 0.667950202
## [644,] 0.211531666 0.171481559 -5.786322e-01 -0.462281189 0.163946272
## [645,] 0.503912928 1.564235923 -1.989171e+00 0.111456283 2.163605353
## [646,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [647,] -1.064117947 -0.544896146 9.789576e-01 -0.286550860 0.957615706
## [648,] -0.135744481 0.242450157 -3.072990e-01 -0.697244150 0.469958347
## [649,] 0.395166929 0.905175318 -2.380519e+00 0.735164645 -0.285276221
## [650,] 1.620969041 1.566579985 -1.213166e+00 -0.363437208 2.084517692
## [651,] 0.869294536 0.524411644 -5.732453e-01 0.078981878 -0.330372010
## [652,] -0.108445835 -0.303880458 3.134030e-01 0.221774671 0.740123679
## [653,] 1.201926865 0.431306309 -9.173693e-01 0.268429487 -0.512190357
## [654,] -0.083912241 -0.805777571 4.982558e-01 0.573878331 1.030114305
## [655,] -0.715633764 -0.507856901 -2.562363e-01 -0.272364481 -2.030869141
## [656,] -0.160543221 -0.533401792 8.897993e-01 0.502412479 0.963586992
## [657,] -0.113249704 0.277824880 -7.546060e-02 -0.553091054 0.103076251
## [658,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [659,] 0.236829604 0.209204649 -4.279163e-01 -0.376870002 -0.034210311
## [660,] -0.840544244 -1.154410304 1.124579e+00 0.875447189 -1.395738189
## [661,] -0.854066516 -1.182112159 9.596026e-01 0.780723071 -1.145975478
## [662,] -0.120793805 0.267843122 -1.682074e-01 -0.611771832 0.268121453
## [663,] -0.159564603 -0.567562062 7.668855e-01 0.448128869 1.156931287
## [664,] -0.147020949 -0.505699937 1.054775e+00 0.597136598 0.713824281
## [665,] -0.161388341 -0.549235622 7.215617e-01 0.404690370 1.248304985
## [666,] 0.103979704 0.293664312 -5.123996e-01 -0.582380617 0.485585064
## [667,] 1.725657936 0.752135053 -2.241359e+00 1.904697570 2.770989421
## [668,] 1.210600655 0.452112007 -9.102027e-01 0.260688237 -0.512078397
## [669,] -0.096363152 0.298125398 8.026661e-03 -0.501741889 -0.002361551
## [670,] -0.137734272 -0.522602210 9.892047e-01 0.575959469 0.853726035
## [671,] -0.509063893 -1.266605696 5.459161e-01 0.927215723 -1.215195377
## [672,] -0.112826664 0.270803235 -8.760623e-02 -0.559084104 0.152561632
## [673,] -0.135245283 -0.495678703 1.040515e+00 0.587823666 0.765430409
## [674,] -0.460083909 -0.420397279 -2.814217e-01 -0.066571703 -2.302363925
## [675,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [676,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [677,] -0.515589752 -1.258150092 4.872427e-01 0.875930508 -1.136982529
## [678,] -0.167755099 -0.548176115 8.018122e-01 0.451892949 1.096793772
## [679,] -0.157477079 -0.535583558 9.228636e-01 0.532584673 0.917679727
## [680,] -0.521055025 -1.255243794 5.784915e-01 0.929448028 -1.305144589
## [681,] -0.153456499 -0.564704132 7.363789e-01 0.435211066 1.234664624
## [682,] 0.214480229 -0.592321425 6.635054e-01 0.772971652 0.651299355
## [683,] -0.830548661 0.749199983 -1.128162e+00 -0.130365195 4.001236787
## [684,] 0.102994134 -0.428168618 1.018538e+00 0.803346167 0.465064164
## [685,] 0.343092884 -0.370951992 8.613187e-01 0.940091383 0.399463369
## [686,] 0.315617270 -0.408176181 -5.029237e-01 0.291762236 -2.560152422
## [687,] 0.238072418 0.188515863 -4.901719e-01 -0.401780873 0.064652342
## [688,] 0.261657244 0.250193411 -1.858292e-01 -0.233445657 -0.402567498
## [689,] -0.861714702 -0.465320755 -4.715107e-01 -0.547227858 -1.352346963
## [690,] -0.500678445 -1.237476023 6.083474e-01 0.949890499 -1.322180393
## [691,] 0.472360961 1.499598262 -2.374115e+00 -0.109566660 2.746385014
## [692,] -0.125328950 -0.475364009 1.161498e+00 0.657288020 0.582271087
## [693,] 0.218994744 0.156270047 -5.634512e-01 -0.436424908 0.166484010
## [694,] 3.428120617 12.114216260 1.288689e+01 -5.548937931 -1.832227215
## [695,] -0.130250308 -0.495319327 1.040638e+00 0.592319304 0.763391866
## [696,] -0.135273926 0.252281516 -1.869425e-01 -0.621403724 0.266467867
## [697,] 0.208441921 -0.592740397 5.499623e-01 0.694607368 0.810727898
## [698,] -0.162074361 -0.572465549 6.922480e-01 0.405456056 1.303298915
## [699,] 0.242726064 0.211410814 -4.167955e-01 -0.366059423 -0.052899702
## [700,] 0.365714089 0.395203906 -4.056576e-01 -0.294076811 0.020363930
## [701,] 0.350332483 0.377795510 -4.353911e-01 -0.310023645 0.035361192
## [702,] 0.829628499 0.490381971 -7.608285e-01 -0.042848154 -0.079189551
## [703,] 0.234612701 0.194789701 -5.157811e-01 -0.422893894 0.096957925
## [704,] -1.090561344 0.198527680 -1.824005e-01 -1.477572505 0.646206740
## [705,] 0.231734303 -0.558384848 8.175363e-01 0.854649096 0.412103671
## [706,] -0.141340211 -0.529989371 9.452111e-01 0.550699704 0.920329424
## [707,] -0.132450264 -0.509719394 9.527878e-01 0.546295019 0.894567744
## [708,] -0.125357594 0.272596210 -6.596016e-02 -0.551939370 0.083308545
## [709,] -0.118089351 0.273383493 -1.352122e-01 -0.592827008 0.218168910
## [710,] -0.138461813 0.223185178 -3.881063e-01 -0.726843286 0.605183679
## [711,] -0.750967630 0.102953401 -6.620773e-01 -1.368969500 0.676891925
## [712,] -0.118257993 0.255018478 -1.715685e-01 -0.608486471 0.269113388
## [713,] -0.113581927 0.282617444 -8.022022e-02 -0.561252302 0.134914673
## [714,] 0.803673185 -0.318531264 2.865996e-01 1.081733735 0.672923505
## [715,] 1.024012172 0.104546585 -2.192528e+00 2.165560750 0.663932655
## [716,] 0.817279542 0.429156730 -1.090361e+00 -0.215583872 0.460332541
## [717,] -0.105524222 0.265996495 -1.203417e-01 -0.569038045 0.198444730
## [718,] 0.240103459 0.204748696 -2.626070e-01 -0.269299577 -0.297712993
## [719,] -0.104713301 0.287424348 1.137934e-02 -0.502249633 0.002704005
## [720,] 0.245158432 0.204442625 -3.472461e-01 -0.312954904 -0.145724855
## [721,] -0.124987622 -0.497899585 1.088244e+00 0.626062207 0.697784588
## [722,] -0.509693292 -1.255943927 4.983635e-01 0.886741087 -1.155671919
## [723,] -0.136328288 -0.529615115 9.453484e-01 0.555194949 0.918298522
## [724,] 0.247648398 0.204410099 -4.619550e-01 -0.381592943 0.021060416
## [725,] 0.499738703 1.523253374 -2.205423e+00 0.007540589 2.470102065
## [726,] -0.160271391 -0.568771968 7.142448e-01 0.418085938 1.269997221
## [727,] -0.141166268 0.217644807 -4.211015e-01 -0.745788110 0.655136221
## [728,] 0.236143585 0.185974722 -4.572300e-01 -0.376104317 0.020783620
## [729,] 0.577866811 0.395170031 -9.038274e-01 -0.353094774 0.470939406
## [730,] -0.112318755 0.276742098 -6.915275e-02 -0.543709990 0.122309103
## [731,] -0.132297642 0.222451711 -3.295019e-01 -0.686785441 0.522925553
## [732,] -0.100115313 0.277077237 -5.435133e-02 -0.531148398 0.098539645
## [733,] -0.133414592 0.241988057 -3.221850e-01 -0.700181009 0.501233317
## [734,] -0.114483412 0.280770654 -9.121862e-02 -0.567567243 0.151565521
## [735,] -0.103233973 0.281013280 2.285690e-02 -0.481370757 -0.035775206
## [736,] 0.238632574 0.212898229 -4.059195e-01 -0.364240119 -0.067512006
## [737,] -0.148913776 -0.537041557 8.571549e-01 0.488952804 1.049490927
## [738,] -1.052224702 0.226746307 -2.443758e-01 -1.500944438 0.475961486
## [739,] -1.036303299 0.253723630 -2.037130e-01 -1.489910033 0.440268100
## [740,] -0.755475053 0.093719449 -7.170693e-01 -1.400544206 0.760146162
## [741,] -0.319669351 0.431973386 -5.621258e-01 -1.013526983 0.042001959
## [742,] 0.811598804 0.453446165 -9.807964e-01 -0.169146979 0.253827398
## [743,] -0.171611115 -0.178658791 -1.278822e+00 1.555567291 0.804141093
## [744,] -0.114267947 0.259387518 -1.095339e-01 -0.560486617 0.189908604
## [745,] -0.137859172 -0.520800136 8.867974e-01 0.508405372 0.994472828
## [746,] 0.206346236 -0.603558196 6.672682e-01 0.775800472 0.630491271
## [747,] -0.092757213 0.305512559 5.202025e-02 -0.476482124 -0.068964941
## [748,] -1.027288451 0.272191533 -9.372900e-02 -1.426760621 0.273759625
## [749,] -0.118296926 0.259022001 -1.413819e-01 -0.579753332 0.207026613
## [750,] -0.104567079 0.301085348 2.976375e-02 -0.498102889 -0.031593801
## [751,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [752,] 0.258806568 0.230992041 -2.372088e-01 -0.256537225 -0.318317149
## [753,] -0.494855602 -1.215673915 7.402058e-01 1.021174157 -1.519952020
## [754,] 0.230345268 -0.551357062 8.614075e-01 0.875413224 0.347538824
## [755,] -0.116682391 0.239414554 -3.450879e-01 -0.694093764 0.537822295
## [756,] -0.097355201 0.315859670 1.177509e-01 -0.447583360 -0.164800581
## [757,] -1.830713710 -1.270994487 8.621820e-01 -0.127435885 -0.666521832
## [758,] -0.801613457 0.299859514 -4.269228e-01 -1.391054465 0.474572389
## [759,] 0.359347331 0.396263413 -3.254072e-01 -0.246874232 -0.131147282
## [760,] -0.509450226 -0.340626512 -1.214629e+00 -0.537682064 -1.764984287
## [761,] 1.204380120 0.466832514 -8.115679e-01 0.312037560 -0.697887416
## [762,] -0.151560535 -0.442385542 1.595223e-01 0.262633824 0.804571234
## [763,] 0.242238513 0.220285391 -3.619259e-01 -0.338980354 -0.134115396
## [764,] 0.235900399 -0.526615321 9.457823e-01 0.917449615 0.213335933
## [765,] -0.823297748 -0.404929171 -1.718715e-01 -0.365676956 -1.763909810
## [766,] -0.168443651 -0.613869093 1.007617e+00 0.698147172 0.646718641
## [767,] -0.672029961 -1.354308407 9.547046e-01 0.580980878 -1.070969524
## [768,] -1.423398104 -0.476290254 1.235054e+00 -0.529935828 1.258951359
## [769,] -0.145847635 -0.539223323 8.902191e-01 0.519124998 1.003583662
## [770,] -1.416547913 -0.453793795 1.322972e+00 -0.490643669 1.121699302
## [771,] -1.385869710 0.342970256 3.122207e-01 -1.576570225 0.324675092
## [772,] -0.091043831 0.301831169 2.872025e-02 -0.483881007 -0.026275616
## [773,] -1.052530025 0.220481404 -4.016841e-01 -1.603578976 0.739983354
## [774,] 0.247591057 0.245353173 -1.386963e-01 -0.209683539 -0.502087625
## [775,] -1.065234897 -0.525359800 9.862745e-01 -0.299946428 0.935923470
## [776,] -1.754494877 -0.395492859 -9.807264e-02 -1.206369147 -1.794198862
## [777,] -0.087437892 0.309218331 7.271384e-02 -0.458621242 -0.092879006
## [778,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [779,] -0.136832787 -0.520755420 1.000203e+00 0.582274410 0.837075187
## [780,] -1.089362053 -0.639069327 9.061209e-01 -0.217880677 0.918770373
## [781,] -0.076529510 0.311798752 8.397194e-02 -0.443315418 -0.113599298
## [782,] -1.791483474 -1.205184442 8.356901e-01 -0.164647179 -0.880618720
## [783,] -2.148745196 -1.154268106 1.095468e+00 -0.388321639 -0.574241679
## [784,] -1.783370111 -1.188563329 9.346756e-01 -0.107812708 -1.030476347
## [785,] -1.051712626 -0.497657945 1.151250e+00 -0.205222309 0.686160758
## [786,] -1.066136382 -0.527206590 9.752761e-01 -0.306261369 0.952574318
## [787,] -1.049881935 0.240008815 -2.114497e-01 -1.493226984 0.421963667
## [788,] -1.245078411 -0.651106041 1.233562e+00 -0.736917498 1.332939048
## [789,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [790,] -1.775256748 -1.171942216 1.033661e+00 -0.050978237 -1.180333974
## [791,] -2.139190551 -1.126231275 1.216381e+00 -0.330084656 -0.761446278
## [792,] -1.772162885 -0.440150803 -3.179715e-01 -1.321440601 -1.457136636
## [793,] -0.112042190 0.238707471 -2.035002e-01 -0.600168958 0.303858365
## [794,] -2.123316646 -1.147967574 1.223779e+00 -0.287991016 -0.782925126
## [795,] -2.094989100 -0.328721403 2.045864e-01 -1.401789329 -1.553152303
## [796,] -1.419224647 0.274639014 -9.471994e-02 -1.810223051 0.940756448
## [797,] 0.271987511 0.281229472 1.021169e-03 -0.130587293 -0.683593362
## [798,] 0.237703368 -0.522921740 9.677791e-01 0.930079497 0.180034238
## [799,] -0.854100065 -0.641413271 1.380794e+00 -0.268362842 0.414525929
## [800,] 0.843064987 0.723967098 -1.150019e+00 1.487299836 2.523052477
## [801,] 0.239360116 -0.532889159 9.713914e-01 0.938562636 0.181030350
## [802,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [803,] -1.430609982 -0.491064577 1.147067e+00 -0.580455358 1.392158138
## [804,] -1.759903786 -0.406573601 -1.640630e-01 -1.244258794 -1.694293777
## [805,] -1.052614110 -0.499504735 1.140252e+00 -0.211537250 0.702811606
## [806,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [807,] -1.049008171 -0.492117574 1.184246e+00 -0.186277485 0.636208216
## [808,] -18.880583259 17.158955222 -3.719496e+00 14.833707168 -0.851773248
## [809,] 0.207415549 -0.620390781 4.278832e-01 0.646096630 1.005289225
## [810,] -1.054417080 -0.503198316 1.118255e+00 -0.224167133 0.736113301
## [811,] 0.238320453 -0.515280501 1.147814e+00 1.039897143 -0.098046746
## [812,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [813,] -1.029147785 0.282484992 4.151343e-02 -1.347983336 0.038994176
## [814,] -1.049909656 -0.493964364 1.173247e+00 -0.192592426 0.652859064
## [815,] -1.030049270 0.280638202 3.051504e-02 -1.354298277 0.055645023
## [816,] -1.053487874 0.232621654 -2.554433e-01 -1.518486749 0.488567056
## [817,] -1.234260594 -0.628944557 1.365543e+00 -0.661138203 1.133128879
## [818,] -1.046275996 0.247395976 -1.674561e-01 -1.467967219 0.355360277
## [819,] -1.042670057 0.254783137 -1.234625e-01 -1.442707454 0.288756887
## [820,] -1.776670309 -0.449384754 -3.729635e-01 -1.353015307 -1.373882399
## [821,] -1.396687527 0.320808772 1.802400e-01 -1.652349519 0.524485262
## [822,] 0.242993776 0.208471181 -3.693119e-01 -0.336812157 -0.116468437
## [823,] -1.791629696 -1.218845442 8.173057e-01 -0.168793923 -0.846320914
## [824,] -0.096079151 0.323708931 1.766305e-01 -0.419386735 -0.262678940
## [825,] -2.137387581 -1.122537695 1.238378e+00 -0.317454773 -0.794747973
## [826,] -0.122624496 -0.469823638 1.194493e+00 0.676232844 0.532318545
## [827,] -0.103665594 0.302932138 4.076215e-02 -0.491787948 -0.048244649
## [828,] -1.057121534 -0.508738687 1.085260e+00 -0.243111956 0.786065843
## [829,] -0.145903999 -0.525236283 1.047458e+00 0.610532166 0.735516517
## [830,] -0.137104617 -0.485385243 1.175758e+00 0.666600951 0.530664959
## [831,] -2.151595873 -1.173469476 1.044088e+00 -0.411413207 -0.489991330
## [832,] -1.406631581 -0.433479101 1.443955e+00 -0.421179315 0.938539980
## [833,] -2.122936104 -0.359015870 2.965551e-02 -1.517050271 -1.292056929
## [834,] -1.408434550 -0.437172682 1.421958e+00 -0.433809198 0.971841675
## [835,] -1.770152202 -0.438731409 -1.637296e-01 -1.231412487 -1.708033748
## [836,] -0.149871626 -0.524901308 1.003396e+00 0.574045030 0.798074630
## [837,] -1.076389213 0.116929276 -2.226264e-01 -1.358412375 0.285570438
## [838,] -1.079443188 -0.576291581 7.919848e-01 -0.393904861 1.240680113
## [839,] -0.874834215 -0.683889449 1.127831e+00 -0.413606491 0.797495420
## [840,] -1.047205202 -0.488423993 1.206242e+00 -0.173647603 0.602906521
## [841,] -1.033655209 0.273251041 -1.347855e-02 -1.379558042 0.122248413
## [842,] -1.391424841 0.318228514 2.278460e-01 -1.618606616 0.458877983
## [843,] -0.107327898 0.309532017 1.540078e-01 -0.425640546 -0.249708403
## [844,] -0.128089769 -0.466917340 1.285742e+00 0.729750364 0.364156485
## [845,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [846,] -1.067597318 -0.560193999 8.900773e-01 -0.328502825 1.074336475
## [847,] -0.119047200 0.285523742 1.102862e-02 -0.507734782 -0.033247387
## [848,] -1.394884558 0.324502352 2.022368e-01 -1.639719637 0.491183567
## [849,] -0.118117072 -0.460589686 1.249485e+00 0.707807550 0.449064307
## [850,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## [851,] -1.743677060 -0.373331375 3.390812e-02 -1.130589852 -1.994009031
## [852,] 0.247647422 0.231366133 -2.959355e-01 -0.301090707 -0.234020481
## [853,] -0.125385315 -0.461376969 1.318737e+00 0.748695188 0.314203942
## [854,] -0.445245242 -0.407083300 -2.055988e-01 -0.012640869 -2.411563130
## [855,] -1.091016268 -0.586638856 6.673901e-01 -0.471852353 1.422843323
## [856,] -1.787877535 -1.197797281 8.796836e-01 -0.139387414 -0.947222110
## [857,] -1.028246300 0.284331783 5.251183e-02 -1.341668395 0.022343328
## [858,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [859,] -1.402997921 0.307881239 1.032512e-01 -1.696554108 0.641041194
## [860,] -1.061357128 -0.553342815 8.547136e-01 -0.359013204 1.175730308
## [861,] -1.403899405 0.306034449 9.225281e-02 -1.702869049 0.657692041
## [862,] -1.427511953 -0.489616278 1.172607e+00 -0.570569707 1.355807278
## [863,] 0.277873197 -0.450522661 1.396854e+00 1.180857451 -0.471379714
## [864,] -2.140778055 -1.151307992 1.176069e+00 -0.335633912 -0.689801499
## [865,] -2.122062340 -1.091142259 1.425351e+00 -0.210100772 -1.077812379
## [866,] -0.843790240 -0.432616850 -2.993524e-01 -0.442285886 -1.591868618
## [867,] -0.064901749 0.382344122 5.136932e-01 -0.220245475 -0.764231089
## [868,] -2.135584612 -1.118844114 1.260375e+00 -0.304824891 -0.828049668
## [869,] 0.225325767 0.163813238 -5.892108e-01 -0.451883611 0.220593789
## [870,] -1.070282118 -0.544162679 9.203532e-01 -0.326608705 1.039873832
## [871,] -1.421956822 -0.464874537 1.256982e+00 -0.528533316 1.221604387
## [872,] -1.389475649 0.335583094 2.682272e-01 -1.601829990 0.391278482
## [873,] -1.403025642 -0.426091940 1.487948e+00 -0.395919550 0.871936591
## [874,] -0.842534958 -0.402747569 -2.637999e-01 -0.444897878 -1.631674975
## [875,] 0.237141197 0.209796426 -3.204084e-01 -0.309045462 -0.236714444
## [876,] -0.853526719 -1.172543231 9.705319e-01 0.775810642 -1.166671602
## [877,] -1.236063564 -0.632638137 1.343546e+00 -0.673768086 1.166430574
## [878,] -0.138907586 -0.489078824 1.153761e+00 0.653971069 0.563966654
## [879,] 0.232322181 0.199970697 -4.829083e-01 -0.408444708 0.049043926
## [880,] 0.117231320 0.027907789 -1.400755e+00 1.575490858 0.863724641
## [881,] -1.435479094 -0.492576391 1.092006e+00 -0.623257435 1.471367098
## [882,] -0.137978381 0.246741145 -2.199377e-01 -0.640348548 0.316420410
## [883,] -1.080124649 0.097372961 -2.841591e-01 -1.388621904 0.389043874
## [884,] 0.242453978 0.198902254 -3.802413e-01 -0.331899728 -0.095772313
## [885,] 0.212953118 -0.586820530 8.035075e-01 0.859910184 0.384695483
## [886,] 0.231108575 -0.530054824 1.059827e+00 0.989377613 0.035160033
## [887,] -1.088819723 -0.587037348 6.819318e-01 -0.468281644 1.403143310
## [888,] 0.220734258 -0.565406853 8.977334e-01 0.908583408 0.266676278
## [889,] -1.405702375 0.302340868 7.025601e-02 -1.715498932 0.690993736
## [890,] -0.089240862 0.305524750 5.071705e-02 -0.471251124 -0.059577311
## [891,] -0.125085764 0.237226034 -2.415147e-01 -0.636265912 0.389718773
## [892,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [893,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [894,] -1.398489521 0.290159158 -7.776262e-03 -1.745481638 0.812867853
## [895,] -1.419252368 -0.459334166 1.289977e+00 -0.509588493 1.171651844
## [896,] -0.113638292 0.296604484 7.701900e-02 -0.469845134 -0.133152471
## [897,] -0.114539776 0.294757694 6.602061e-02 -0.476160076 -0.116501624
## [898,] -1.404828611 -0.429785520 1.465951e+00 -0.408549433 0.905238285
## [899,] -0.887455002 -0.709744514 9.738531e-01 -0.502015668 1.030607284
## [900,] -1.407289879 0.277264152 2.994389e-02 -1.721048188 0.762638514
## [901,] -0.104623444 0.315072388 1.870030e-01 -0.406695722 -0.299660946
## [902,] -1.038162633 0.264017089 -6.847054e-02 -1.411132748 0.205502650
## [903,] -0.129836374 -0.484597961 1.106506e+00 0.625713314 0.665525324
## [904,] -0.686474783 -1.351441390 1.001753e+00 0.593516018 -1.174542570
## [905,] -0.133442313 -0.491985122 1.062512e+00 0.600453549 0.732128714
## [906,] -1.374995528 0.351144700 2.869623e-01 -1.592198097 0.392932068
## [907,] -1.390377134 0.333736304 2.572288e-01 -1.608144931 0.407929329
## [908,] -1.056163685 -0.520878936 9.390193e-01 -0.328204183 1.037482140
## [909,] -1.053515595 -0.501351526 1.129254e+00 -0.217852191 0.719462453
## [910,] -1.026443331 0.288025363 7.450862e-02 -1.329038512 -0.010958367
## [911,] -1.395786043 0.322655562 1.912384e-01 -1.646034578 0.507834414
## [912,] -1.407533066 -0.435325891 1.432956e+00 -0.427494256 0.955190828
## [913,] -1.029091421 0.268497953 -1.157258e-01 -1.439390503 0.307061320
## [914,] -1.058924504 -0.512432268 1.063263e+00 -0.255741839 0.819367538
## [915,] -1.410237520 -0.440866262 1.399961e+00 -0.446439080 1.005143370
## PC11 PC12 PC13 PC14 PC15
## [1,] 0.3164562975 -0.6065573783 1.927808e-01 -1.950261e-02 -1.670734025
## [2,] 0.4689121553 0.6289083387 1.323065e-01 6.978921e-02 -1.531520519
## [3,] 0.0611489941 -1.4358576201 1.840870e-01 -2.348093e-01 -1.631976347
## [4,] 0.5708944645 0.1819459631 -4.707790e-02 2.319494e-01 -0.608977173
## [5,] 0.2749341604 -0.5677473221 2.051919e-01 -2.216298e-01 -1.699571675
## [6,] -0.2682008748 -1.5550684022 1.824038e-01 -1.273142e-01 -1.440530403
## [7,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [8,] 0.2793231911 -0.6528942029 5.100358e-02 5.461508e-02 -1.658514717
## [9,] -0.5056088215 -0.8340578313 3.702440e-01 -3.574900e-01 -1.658634459
## [10,] -0.7125475426 -1.6860211589 1.996366e-01 -2.482755e-01 -1.244033146
## [11,] -0.5168743779 -0.8411138113 2.305873e-01 -1.244953e-01 -1.301310645
## [12,] -0.9154184946 -1.6679126233 2.249560e-01 -3.686885e-01 -1.204027985
## [13,] -0.7300508330 -1.6267437550 2.197426e-01 -3.213831e-01 -1.285176256
## [14,] -0.1636423452 -0.6994986708 2.402665e-01 -1.029920e-01 -1.504750299
## [15,] -0.1892303875 -0.7512128364 2.082663e-01 -1.562064e-01 -1.444928306
## [16,] -0.9802935317 -0.9440359821 2.436208e-01 -2.427588e-01 -1.098439965
## [17,] 0.9859778713 -1.2612504025 1.372065e-01 7.748161e-02 -1.992493680
## [18,] 0.0217253164 -0.6583298025 2.350531e-01 -5.568661e-02 -1.585898571
## [19,] -0.1945369554 -0.7063601489 2.411354e-01 -1.108763e-01 -1.491225587
## [20,] 0.2863854888 -0.6627153820 2.079959e-01 8.049485e-02 -1.652953156
## [21,] 0.1714733818 -1.3600881673 3.321362e-01 -2.154265e-01 -1.672158328
## [22,] -0.9360076016 -0.8710356221 2.619890e-01 -3.000979e-01 -1.166632500
## [23,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [24,] -0.8876097010 -0.9234515479 2.410141e-01 -2.191061e-01 -1.139014101
## [25,] -0.5201361202 -0.8657907130 7.924759e-02 -1.142625e-01 -1.308202031
## [26,] -1.1213752632 -0.9122044904 2.672024e-01 -3.474033e-01 -1.085484228
## [27,] -0.8742183811 -0.8573126660 2.602512e-01 -2.843294e-01 -1.193681924
## [28,] -0.3490100067 -0.7406675391 2.454799e-01 -1.502974e-01 -1.423602027
## [29,] -0.6521466452 -0.7890193136 4.098864e-01 -2.439762e-01 -1.280777994
## [30,] -1.0286914324 -0.8916200562 2.645957e-01 -3.237506e-01 -1.126058364
## [31,] -0.2857041652 -1.4957909984 2.025097e-01 -2.004218e-01 -1.481673514
## [32,] 0.0888211048 -0.6894595340 2.004462e-01 -8.524823e-02 -1.566650714
## [33,] -1.0904806529 -0.9053430123 2.663335e-01 -3.395191e-01 -1.099008940
## [34,] -0.7197453298 -0.8230052757 2.559067e-01 -2.449083e-01 -1.261305484
## [35,] -0.1770336650 -0.7656375527 2.210294e-01 -3.776868e-02 -1.450082476
## [36,] -0.4725884478 -0.7681134513 2.489555e-01 -1.818344e-01 -1.369503179
## [37,] -1.0729773625 -0.9646204162 2.462275e-01 -2.664115e-01 -1.057865829
## [38,] -0.1532886850 0.0279242474 4.147153e-01 4.195060e-02 -1.760667278
## [39,] -0.4972279375 -0.7020917831 2.408315e-01 -1.591407e-01 -1.377085386
## [40,] -0.1403295906 -0.7385130687 3.758780e-01 -4.472083e-02 -1.456030275
## [41,] -0.5477689881 -0.8479752893 2.314562e-01 -1.323795e-01 -1.287785933
## [42,] -0.2854218309 -1.4996350710 2.019142e-01 -2.003946e-01 -1.482330482
## [43,] 0.0424573484 -0.3261531851 9.132025e-02 5.766920e-02 -0.961906265
## [44,] -0.5754348567 -0.4633827461 1.086982e-01 -1.000155e-01 -0.691412025
## [45,] -0.0502264823 -0.3467376192 9.392695e-02 3.401650e-02 -0.921332129
## [46,] -0.7165165881 -0.4315512544 1.322798e-01 -2.046600e-01 -0.678456288
## [47,] -0.3575582141 -0.2196253891 4.080251e-02 -2.470174e-02 -0.494660411
## [48,] -0.5295345558 -0.1946553755 6.525299e-02 -1.372305e-01 -0.468179962
## [49,] -0.3440497755 0.0032099832 -2.251288e-02 7.019991e-03 -0.225875603
## [50,] -0.1396815714 0.0241319679 -2.709321e-02 5.061203e-02 -0.297908798
## [51,] -0.3559438432 -0.0238983784 -2.101092e-02 -4.577617e-03 -0.203235814
## [52,] -2.5411574009 -0.0131668990 2.392970e-02 -5.633984e-02 -0.767201505
## [53,] -0.2189740824 0.0696864157 -5.249439e-03 -3.826401e-02 -0.312002485
## [54,] -0.5382256882 -0.8026668441 -3.272456e-02 -1.935812e-01 -0.200626138
## [55,] 0.6722609312 1.0123016682 2.954857e-01 1.947993e-01 -0.967056895
## [56,] 0.6975587221 -0.5282077221 -6.748054e-02 1.217882e-01 -0.741614617
## [57,] 0.7382655253 0.2515291272 9.115764e-02 1.667606e-01 -1.015969432
## [58,] 0.6222859179 -0.5625968525 -1.034067e-01 6.341459e-02 -0.662551457
## [59,] 0.0665491465 -0.6190507532 1.011212e-01 -4.802926e-02 -0.457515260
## [60,] -0.2014707920 0.0104090118 -2.535541e-02 3.484356e-02 -0.270859374
## [61,] -0.0881978542 -0.7658835553 -6.499513e-02 -1.009432e-02 -0.348828994
## [62,] -0.1190924644 -0.7727450333 -6.412623e-02 -1.797855e-02 -0.335304282
## [63,] -0.0881978542 -0.7658835553 -6.499513e-02 -1.009432e-02 -0.348828994
## [64,] -0.2189740824 0.0696864157 -5.249439e-03 -3.826401e-02 -0.312002485
## [65,] 0.0215157572 -0.7111208554 -7.091679e-02 3.320084e-02 -0.418787803
## [66,] -0.2819369668 0.0620165059 3.020094e-01 -1.912841e-01 -0.624070382
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## [514,] 0.6770671610 1.0181246065 -3.643972e-01 2.430513e-01 0.593819737
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## [533,] 0.5398720980 -1.1268175001 1.028377e-01 -8.911385e-02 0.240974500
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## [535,] 0.0952007834 -0.0631818462 1.909751e-01 -9.463191e-02 0.698716742
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## [538,] -1.9391976395 1.6602745292 -2.767551e-01 3.662210e-01 -0.083418997
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## [556,] 0.7984374615 0.0641839230 1.288434e-01 -7.708828e-02 0.436840781
## [557,] 1.0993086300 1.9906411935 -1.625916e-01 3.581364e-01 0.059804807
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## [575,] -1.4368931805 -0.4242061641 -3.063299e-01 3.052930e-02 0.823674869
## [576,] 0.7030670933 0.3974258435 3.043210e-02 1.685457e-01 1.065427771
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## [632,] 0.2827765855 0.9593736177 -3.109545e-01 3.043500e-01 0.720448578
## [633,] 0.0649451181 0.8800964534 -3.291775e-01 3.249657e-01 0.862638095
## [634,] 1.0562096901 -1.0296655384 5.593537e-02 1.134159e-02 0.038920929
## [635,] 0.5046858326 0.2555439128 -7.544682e-02 2.896523e-01 -0.547731054
## [636,] 0.6019446935 0.2350994774 -1.068419e-01 2.679217e-01 -0.543609978
## [637,] 0.7133264121 0.2769701059 -1.230806e-01 1.810210e-01 -0.592554655
## [638,] -0.7884594602 -1.4237980669 1.398993e-01 -4.281147e-01 0.822225366
## [639,] 0.8938367091 0.3630119164 -9.891011e-02 2.736825e-01 -0.717741171
## [640,] -0.2370671480 0.0947125122 -5.399772e-02 1.004035e-01 -0.222480998
## [641,] -0.7432030363 -0.0499632005 -3.502709e-02 -3.632627e-02 0.001065683
## [642,] -0.7740976466 -0.0568246786 -3.415819e-02 -4.421050e-02 0.014590395
## [643,] 0.7179004016 -1.1160968577 5.547730e-02 -2.056022e-01 0.209018642
## [644,] 0.7752068558 -1.1068177396 1.009548e-01 -3.662195e-02 0.139928093
## [645,] -3.4918982384 -0.2142481500 -1.544691e-01 -1.393630e-01 -0.279515572
## [646,] 0.8857647727 -1.0156505855 7.036988e-02 -2.314044e-01 0.086727260
## [647,] -0.0868760861 -0.5256488717 1.193010e-01 -3.446995e-01 0.591683217
## [648,] 0.3900450259 0.2027189121 -4.991905e-02 4.482950e-01 -0.492543427
## [649,] -3.3591215823 -0.5965709364 1.479515e-01 -5.202703e-01 0.433989226
## [650,] 1.1021853894 3.4711248293 1.419839e+01 -5.412592e-01 1.158129770
## [651,] 0.0355274396 0.9499545009 -3.224302e-01 1.334476e-01 0.825992187
## [652,] 0.5932108610 0.3725210320 -1.241585e-01 1.382673e-01 1.465313352
## [653,] 0.6726982419 -0.3054497910 -3.221413e-01 -1.958648e-01 1.340207248
## [654,] 1.0018893846 -1.2664016556 1.412444e-01 1.656345e-01 -0.224710683
## [655,] -0.1385505267 -0.6839887629 3.732198e-01 -3.286576e-01 -0.077988934
## [656,] 0.3247170028 0.1240496493 -8.467565e-02 3.048453e-01 -0.417631414
## [657,] -0.2597358759 0.1063090310 -5.817372e-02 9.974130e-02 -0.191563455
## [658,] -0.4167536433 -0.0406258239 -6.382207e-02 1.156237e-01 -0.093038326
## [659,] 0.3853990467 -1.1611248903 1.071822e-01 -1.285350e-01 0.308598060
## [660,] -0.5996227313 0.7570303530 1.130128e-01 -8.550389e-02 -0.338969673
## [661,] -0.1362035774 0.8599525238 9.997930e-02 3.275964e-02 -0.541840353
## [662,] 0.0100897341 0.1496043366 -6.094892e-02 1.634774e-01 -0.330678694
## [663,] 0.7307722632 0.2662049416 -1.066689e-01 3.784499e-01 -0.574730012
## [664,] -0.1387021510 0.0211274786 -7.164216e-02 1.865818e-01 -0.214760734
## [665,] 0.8308528912 0.2687253621 -1.036463e-01 4.415751e-01 -0.641178095
## [666,] 0.6913855306 0.4962838644 -1.418781e-01 3.570547e-01 -0.336797760
## [667,] -1.3880802486 -0.4266162543 -3.000349e-01 1.649434e-01 0.800198391
## [668,] 0.6268166896 -0.3089003070 -1.597858e-01 -1.034023e-01 1.371252925
## [669,] -0.4839416957 0.0359766152 -4.764203e-02 3.735678e-02 -0.114940270
## [670,] 0.1263288172 0.1466020229 -1.065715e-01 3.122053e-02 -0.335585128
## [671,] 0.6716302788 -0.3547160105 2.559459e-01 -1.488735e-01 -0.091909567
## [672,] -0.1874746499 0.1228601846 -6.849862e-02 -2.265714e-03 -0.244376252
## [673,] -0.0650908063 0.0697424986 -7.844820e-02 2.129322e-01 -0.248961447
## [674,] -0.3713104292 -0.5594950490 3.273344e-01 -2.531224e-01 0.318426477
## [675,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [676,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [677,] 0.7891567578 -0.3629607543 2.753802e-01 1.116806e-01 -0.140533006
## [678,] 0.5718738849 0.1789414737 -9.162685e-02 3.679192e-01 -0.525829110
## [679,] 0.2502818565 0.1247311549 -9.221581e-02 1.706132e-01 -0.387686856
## [680,] 0.4992831413 -0.4596061207 2.882685e-01 3.014050e-02 -0.011659309
## [681,] 0.8370505046 0.3025089561 -1.268507e-01 2.125638e-01 -0.646998722
## [682,] 0.6870057913 -1.1229583358 5.634620e-02 -2.134864e-01 0.222543354
## [683,] -2.4445673062 0.7566417011 -1.670846e-01 2.703991e-01 -0.660817184
## [684,] -0.3224554417 0.1756856209 -1.282422e-01 1.594005e-01 0.157812136
## [685,] -0.1663680196 0.4057200218 -1.944001e-01 2.189458e-01 0.381613174
## [686,] -0.8417899957 1.6045874142 5.734881e-02 -1.423176e-02 0.857706295
## [687,] 0.5896012789 -1.1006068384 8.803574e-02 -1.917617e-01 0.218767497
## [688,] -0.2941456961 -1.3140144181 1.259969e-01 -3.019669e-01 0.605829974
## [689,] 0.5437213066 1.0476220676 -4.643826e-02 2.690451e-01 -0.873232565
## [690,] 0.4494527279 -0.4403740235 2.846370e-01 2.497533e-02 0.007927076
## [691,] -2.4105868794 0.0259035818 -1.848806e-01 1.365852e-01 -0.752880492
## [692,] -0.4049315191 -0.0057337599 -6.889030e-02 1.262056e-01 -0.100189616
## [693,] 0.8207138099 -1.0540504433 -7.923204e-02 -2.369401e-01 0.106885297
## [694,] 4.6026964010 -1.8135365541 6.223775e-02 -6.435342e-02 -0.187419307
## [695,] -0.0649541234 0.0678054879 -7.874928e-02 2.129536e-01 -0.249273197
## [696,] 0.0291622201 0.1215737507 -5.674958e-02 1.607796e-01 -0.337052117
## [697,] 0.9591420046 -1.0988327000 7.113497e-02 8.651011e-02 0.105984605
## [698,] 0.9604832942 0.3318619303 -1.300318e-01 2.440949e-01 -0.700752351
## [699,] 0.3546411193 -1.1699233791 1.077500e-01 -1.363979e-01 0.321811022
## [700,] 0.1060023065 0.5616427921 -1.871825e-01 2.273783e-01 0.211596365
## [701,] 0.1559694028 0.5404736842 -1.838520e-01 2.325648e-01 0.191698231
## [702,] 0.4990388573 1.0074039641 -3.170368e-01 3.595396e-01 0.625775594
## [703,] 0.6326926116 -1.1081700766 9.992995e-02 -6.543982e-02 0.200088614
## [704,] -0.0481913076 0.5156179061 -2.316106e-03 1.529564e-01 -0.253428098
## [705,] 0.2363692462 -1.2422219788 7.835656e-02 -2.132650e-01 0.422207151
## [706,] 0.2499072582 0.1740479351 -1.100471e-01 6.275748e-02 -0.389683976
## [707,] 0.1823484101 0.1207902504 -8.599490e-02 2.760333e-01 -0.357816111
## [708,] -0.3106784927 0.0460974922 -4.719169e-02 7.405303e-02 -0.188280285
## [709,] -0.0825940967 0.1290199025 -5.834222e-02 1.398247e-01 -0.290104558
## [710,] 0.6462306236 0.3080998373 -8.847376e-02 2.105826e-01 -0.611802513
## [711,] 0.9450102102 -0.6578817599 1.484371e-01 1.862874e-02 0.115354416
## [712,] 0.0381532420 0.1397603079 -5.341867e-02 2.431366e-01 -0.338962643
## [713,] -0.2370671480 0.0947125122 -5.399772e-02 1.004035e-01 -0.222480998
## [714,] 0.9242240430 1.0730164309 -3.713484e-01 3.061252e-01 0.485622041
## [715,] -1.8287149070 0.3152569114 -1.073607e-01 1.849611e-02 0.688539863
## [716,] 1.5055404717 1.2975539817 -3.728198e-01 3.934000e-01 0.180358113
## [717,] -0.0945084848 0.1396005461 -7.170083e-02 2.141417e-02 -0.285607356
## [718,] -0.0351153086 -1.2753949898 -3.344619e-02 -2.674918e-01 0.486009044
## [719,] -0.4655261422 0.0611068822 -6.067853e-02 -7.322383e-02 -0.122653844
## [720,] 0.2060833471 -1.1666031026 8.948567e-02 -4.048576e-01 0.384270923
## [721,] -0.1698346766 0.0616457701 -8.890569e-02 7.086318e-02 -0.203544891
## [722,] 0.7583988305 -0.3717592430 2.759480e-01 1.038177e-01 -0.127320044
## [723,] 0.2500529097 0.1721408731 -1.103416e-01 6.276334e-02 -0.390029194
## [724,] 0.4838923416 -1.1202774502 2.602930e-01 -1.197187e-01 0.275600837
## [725,] -2.8908652970 -0.0451590642 -2.030559e-02 2.823126e-03 -0.511515355
## [726,] 0.8986940736 0.3181389742 -1.282940e-01 2.283264e-01 -0.673702927
## [727,] 0.7389144544 0.3286842715 -9.108046e-02 2.342353e-01 -0.652376649
## [728,] 0.5150294496 -1.0979883221 8.079668e-02 -3.260152e-01 0.249023803
## [729,] 1.2198226466 1.0043830126 -2.802763e-01 5.313349e-01 0.016131331
## [730,] -0.2497130738 0.1091169739 -6.327568e-02 -1.806020e-02 -0.219585865
## [731,] 0.5104554602 0.2950786414 -9.776127e-02 6.060802e-02 -0.552549494
## [732,] -0.2798761463 0.0984316778 -6.648743e-02 -2.589124e-02 -0.204459084
## [733,] 0.4426142777 0.2456650293 -7.311351e-02 2.738567e-01 -0.520024662
## [734,] -0.2061725377 0.1015739903 -5.486662e-02 1.082877e-01 -0.236005710
## [735,] -0.4998493639 0.0257041751 -2.082597e-01 -7.087414e-02 -0.118936524
## [736,] 0.3236098262 -1.1748478464 1.089200e-01 -1.443035e-01 0.335647484
## [737,] 0.4788154559 0.2076738198 -1.068515e-01 2.364108e-01 -0.487252093
## [738,] 0.0005011767 -0.4602117500 1.495634e-01 -2.757167e-01 0.504811799
## [739,] -0.0986092142 -0.4671700598 1.572487e-01 -1.782080e-01 0.548864224
## [740,] 1.0994832614 -0.6235743696 1.440926e-01 5.804992e-02 0.047730856
## [741,] 0.0179902151 0.1125648203 -2.659892e-02 -9.688066e-02 1.376190459
## [742,] 1.1169310625 1.1446335251 -3.344148e-01 5.172243e-01 0.355281355
## [743,] -2.9324258157 -0.9634002277 9.421562e-02 -2.832715e-01 -0.314228192
## [744,] -0.1074367450 0.1578490804 -8.038328e-02 -9.707669e-02 -0.282055255
## [745,] 0.3677160717 0.1619591187 -9.120829e-02 3.233387e-01 -0.438964383
## [746,] 0.6837440490 -1.1476352374 -9.499352e-02 -2.032537e-01 0.215651968
## [747,] -0.6075201367 0.0085307030 -4.416644e-02 5.819842e-03 -0.060841422
## [748,] -0.4075553168 -0.5357848404 1.659377e-01 -2.570503e-01 0.684111344
## [749,] -0.0561195299 0.1687438390 -7.353397e-02 3.646727e-02 -0.283341305
## [750,] -0.5460132505 0.0260977317 -4.530873e-02 2.156113e-02 -0.087233879
## [751,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [752,] -0.1209747570 -1.2584208335 1.080204e-01 -3.730991e-01 0.529835872
## [753,] 0.0785807219 -0.5207747494 2.953649e-01 -6.965682e-02 0.170535369
## [754,] 0.1126541223 -1.2677308804 8.213325e-02 -2.448232e-01 0.476617749
## [755,] 0.5103586138 0.2777439295 8.057177e-02 2.747946e-01 -0.539842391
## [756,] -0.7931701326 -0.0287940927 -3.835753e-02 -4.151275e-02 0.020963817
## [757,] 0.0300035351 1.2924544365 1.474849e-01 8.465040e-02 -0.541869909
## [758,] 0.2428458695 -0.1959667906 8.587741e-02 -7.135726e-02 0.691516990
## [759,] -0.1529766998 0.4718589037 -1.751630e-01 1.537224e-01 0.326945351
## [760,] 1.0230058494 0.9146516342 8.033457e-02 -5.220818e-02 0.927701631
## [761,] 0.2873505750 -0.4336933458 -1.323966e-01 -8.227324e-02 1.522021876
## [762,] 0.6194606103 0.3774761367 -1.060168e-01 3.481166e-01 1.436360490
## [763,] 0.2000313851 -1.2022937586 1.123956e-01 -1.758404e-01 0.389746332
## [764,] -0.1532006476 -1.3439088991 1.027164e-01 -1.973437e-01 0.593185986
## [765,] -0.2770029745 0.8879399428 1.229654e-01 -7.185769e-02 -0.529541584
## [766,] -0.3786817698 -0.0007786553 -5.074859e-02 3.360549e-01 -0.129142477
## [767,] -0.0810725255 0.8775905852 1.100771e-01 1.706850e-01 -0.583504243
## [768,] -0.4808832865 0.7637941609 -3.519810e-02 5.786633e-02 -0.039222996
## [769,] 0.4043803095 0.2083553254 -1.143916e-01 1.021787e-01 -0.457307535
## [770,] -0.7462888529 0.6876363968 -1.810005e-02 1.053719e-01 0.079604279
## [771,] -1.2272112972 0.6439916299 1.503942e-02 -8.599921e-02 0.241331848
## [772,] -0.5402037864 0.0463607377 1.104088e-01 6.724745e-03 -0.079656965
## [773,] 0.4574937704 -0.3436634549 1.416085e-01 -3.629173e-02 0.305419409
## [774,] -0.4605775545 -1.3812768617 1.357108e-01 -3.519914e-01 0.680916573
## [775,] -0.1547172685 -0.5750624838 1.439488e-01 -1.314509e-01 0.624208049
## [776,] -0.7745936664 0.1220891624 3.801635e-01 -2.897459e-01 0.525581545
## [777,] -0.6637822274 0.0189148255 1.138844e-01 -2.481220e-02 -0.025558117
## [778,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [779,] 0.0954342070 0.1397405449 -1.057027e-01 2.333630e-02 -0.322060416
## [780,] -0.3020130566 -0.5763841835 1.622357e-01 4.167502e-02 0.669252170
## [781,] -0.6943945034 0.0082092748 1.141578e-01 -3.266925e-02 -0.012690373
## [782,] -0.0774089504 0.2137642756 3.409418e-01 -4.318515e-02 0.269180992
## [783,] -0.4344695785 1.5457594423 1.626638e-01 1.382478e-01 -0.380725341
## [784,] -0.3554604427 0.1520109732 3.487619e-01 -1.141433e-01 0.390903400
## [785,] -0.6181364224 -0.6779846545 1.569823e-01 -2.497144e-01 0.827078729
## [786,] -0.1238226583 -0.5682010057 1.430799e-01 -1.235666e-01 0.610683337
## [787,] -0.1104313384 -0.5020621238 1.623170e-01 -1.887900e-01 0.556015514
## [788,] -0.4254486826 0.7833595390 -2.829101e-02 1.958119e-01 -0.078282631
## [789,] -0.2337264044 0.8186859853 -4.214930e-02 1.209402e-01 -0.147420692
## [790,] -0.6335119350 0.0902576707 3.565819e-01 -1.851014e-01 0.512625808
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## [792,] -0.1384527769 0.2805846631 3.526387e-01 -2.426406e-01 0.244457726
## [793,] 0.1482283538 0.2273548290 -9.297488e-02 -2.675357e-02 -0.373517087
## [794,] -0.7724716673 1.5234289029 3.101311e-01 -7.453080e-02 -0.201829593
## [795,] -1.2676719559 1.4256354832 3.712255e-01 -4.410684e-02 -0.052019448
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## [798,] -0.2149898681 -1.3576318552 1.044542e-01 -2.131122e-01 0.620235410
## [799,] -1.1932399495 -0.7812443758 1.719894e-01 -3.879173e-01 1.061408467
## [800,] -2.8826866807 -1.5381614451 -1.282731e-02 -3.030569e-01 0.305919559
## [801,] -0.1962919803 -1.3363456609 9.082224e-02 -3.236656e-01 0.611864869
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## [804,] -0.5892260049 0.1632580307 3.749501e-01 -2.424405e-01 0.444433273
## [805,] -0.5872418122 -0.6711231765 1.561134e-01 -2.418301e-01 0.813554017
## [806,] -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
## [807,] -0.7108202532 -0.6985690887 1.595890e-01 -2.733671e-01 0.867652865
## [808,] 3.4264990005 -0.6540487564 -1.340289e-02 1.644030e-01 -0.124999067
## [809,] 1.3229041831 -0.9798904850 2.074488e-01 4.779955e-02 -0.045528142
## [810,] -0.5254525916 -0.6574002204 1.543756e-01 -2.260617e-01 0.786504593
## [811,] -0.7193154791 -1.5025704102 1.231675e-01 -3.486574e-01 0.843503350
## [812,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [813,] -0.8210073744 -0.6598761190 1.823017e-01 -3.701274e-01 0.867083890
## [814,] -0.6799256429 -0.6917076106 1.587201e-01 -2.654829e-01 0.854128153
## [815,] -0.7901127641 -0.6530146409 1.814328e-01 -3.622431e-01 0.853559178
## [816,] 0.0131471026 -0.4746162116 1.588414e-01 -1.572530e-01 0.501916666
## [817,] -0.7961840057 0.7010218024 -1.786422e-02 1.012010e-01 0.084013913
## [818,] -0.2340097795 -0.5295080360 1.657926e-01 -2.203269e-01 0.610114362
## [819,] -0.3575882205 -0.5569539482 1.692682e-01 -2.518638e-01 0.664213210
## [820,] 0.0160202744 0.3148920533 3.482942e-01 -2.032195e-01 0.176834166
## [821,] -0.8564759741 0.7263293665 4.612623e-03 8.611613e-03 0.079035304
## [822,] 0.2496238832 -1.1741460862 9.789472e-02 -2.785096e-01 0.367851078
## [823,] 0.0030781580 0.2487734261 3.255720e-01 -1.379701e-01 0.233761026
## [824,] -0.9693178254 -0.0991861221 -1.168747e-02 1.013887e-01 0.102543901
## [825,] -0.8543481963 1.4352942879 1.841063e-01 1.463322e-01 -0.194274506
## [826,] -0.4976153499 -0.0263181941 -6.628361e-02 1.025529e-01 -0.059615480
## [827,] -0.5769078608 0.0192362537 -4.443983e-02 1.367689e-02 -0.073709167
## [828,] -0.4327687609 -0.6368157862 1.517689e-01 -2.024090e-01 0.745930457
## [829,] -0.0708609686 0.0705410906 -9.628991e-02 -2.666686e-02 -0.247285566
## [830,] -0.4785428639 -0.0543487800 -6.208427e-02 9.985519e-02 -0.065988902
## [831,] -0.2612986395 1.6013530269 1.446873e-01 6.711554e-02 -0.456719442
## [832,] -1.0861295658 0.6121601383 -8.542158e-03 1.864530e-02 0.228376111
## [833,] -0.7791676559 1.5151561260 2.016056e-01 9.687731e-02 -0.275991753
## [834,] -1.0243403453 0.6258830944 -1.027996e-02 3.441377e-02 0.201326687
## [835,] -0.5463212063 0.1519101019 2.212882e-01 -2.631338e-01 0.418973578
## [836,] 0.0344687881 0.0767210632 -8.961866e-02 1.154495e-01 -0.290754835
## [837,] -0.4454389931 -0.5289354003 1.557968e-01 -3.743118e-01 0.680556843
## [838,] 0.4383322883 -0.4090037448 1.045298e-01 -2.106675e-01 0.361763113
## [839,] -0.4826639136 -0.6234303807 1.520047e-01 -2.065798e-01 0.750340091
## [840,] -0.7726094737 -0.7122920448 1.613268e-01 -2.891356e-01 0.894702288
## [841,] -0.6665343231 -0.6255687287 1.779572e-01 -3.307062e-01 0.799460330
## [842,] -0.9613565273 0.7201696487 -5.543780e-03 -1.334788e-01 0.124763610
## [843,] -0.9285706979 -0.0911320688 -2.981370e-02 -8.363168e-02 0.082213955
## [844,] -0.7874889664 -0.1229635605 -5.339527e-02 2.101284e-02 0.069258218
## [845,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [846,] 0.1441306300 -0.4964571373 1.303596e-01 -1.756758e-01 0.492541589
## [847,] -0.5269407645 -0.0019328542 -4.110939e-02 1.886338e-02 -0.093607301
## [848,] -0.9182651946 0.7126064104 6.350422e-03 -7.156858e-03 0.106084728
## [849,] -0.6520884012 -0.0606255843 -6.193911e-02 6.313176e-02 0.008008080
## [850,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## [851,] -1.1453289895 0.0397514258 3.905903e-01 -3.843567e-01 0.687878088
## [852,] 0.0146637236 -1.2434626269 1.176090e-01 -2.231459e-01 0.470894603
## [853,] -0.8801727972 -0.1435479947 -5.078857e-02 -2.639869e-03 0.109832354
## [854,] -0.5818999198 -0.5853253786 4.894353e-01 -3.231697e-01 0.420988124
## [855,] 0.7594751133 -0.3548136806 1.086039e-01 -1.338747e-02 0.221361822
## [856,] -0.2009873914 0.1863183634 3.444174e-01 -7.472210e-02 0.323279840
## [857,] -0.8519019846 -0.6667375970 1.831706e-01 -3.780116e-01 0.880608602
## [858,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [859,] -0.6402137023 0.7743597129 -1.469674e-03 6.380126e-02 -0.015637680
## [860,] 0.2956813612 -0.4084190711 1.038060e-01 -2.395067e-01 0.422235383
## [861,] -0.6093190921 0.7812211910 -2.338573e-03 7.168550e-02 -0.029162392
## [862,] -0.2950664215 0.8049832839 -4.389665e-02 1.051978e-01 -0.118112231
## [863,] -1.4197340167 -1.6271365612 1.380469e-01 -5.205915e-01 1.147353959
## [864,] -0.6320339625 1.5190152903 1.551141e-01 -2.749529e-02 -0.294422898
## [865,] -1.3795565707 1.3186491611 1.988776e-01 1.230018e-02 0.035645597
## [866,] 0.0707812863 0.9857182708 1.089581e-01 2.206377e-02 -0.660263616
## [867,] -1.9053761019 -0.2758073025 -7.077153e-03 -3.253452e-01 0.507853449
## [868,] -0.9161374168 1.4215713318 1.858441e-01 1.305637e-01 -0.167225082
## [869,] 0.8857647727 -1.0156505855 7.036988e-02 -2.314044e-01 0.086727260
## [870,] 0.0488990774 -0.5126276758 1.285885e-01 -1.947249e-01 0.532430198
## [871,] -0.5609211914 0.7288052651 -2.331345e-02 1.526773e-01 -0.001543993
## [872,] -1.1036328562 0.6714375421 1.156382e-02 -5.446227e-02 0.187233000
## [873,] -1.2097080068 0.5847142261 -5.066560e-03 -1.289164e-02 0.282474959
## [874,] -0.0670749990 0.9041237058 1.403885e-01 2.123219e-01 -0.618082191
## [875,] 0.0814170841 -1.2359585757 -4.051339e-02 -1.899226e-01 0.454346625
## [876,] -0.1853468721 0.8318251060 1.109951e-01 1.354549e-01 -0.517686062
## [877,] -0.7343947852 0.7147447585 -1.960202e-02 1.169695e-01 0.056964489
## [878,] -0.4167536433 -0.0406258239 -6.382207e-02 1.156237e-01 -0.093038326
## [879,] 0.5398720980 -1.1268175001 1.028377e-01 -8.911385e-02 0.240974500
## [880,] -2.5216540889 -0.6653813666 3.323641e-01 -1.586908e-01 -0.162941243
## [881,] -0.0975020375 0.8317274359 -3.634694e-02 2.709408e-01 -0.204414673
## [882,] 0.1218460509 0.1421581849 -5.935628e-02 1.844323e-01 -0.377626253
## [883,] -0.2240422966 -0.4855085911 5.485274e-03 -2.265642e-01 0.575168128
## [884,] 0.2987671778 -1.1460186685 8.687897e-02 -3.812048e-01 0.343696787
## [885,] 0.2508850059 -1.2354530956 6.853413e-02 -3.272257e-01 0.436433444
## [886,] -0.4721585971 -1.4476785858 1.162163e-01 -2.855835e-01 0.735305654
## [887,] 0.7290297065 -0.3616549040 1.059876e-01 -2.124569e-02 0.237145572
## [888,] -0.0044977585 -1.3088029168 8.053023e-02 -3.975216e-01 0.527238308
## [889,] -0.5475298715 0.7949441471 -4.076372e-03 8.745397e-02 -0.056211816
## [890,] -0.6019930069 0.0326377816 1.121466e-01 -9.043726e-03 -0.052607541
## [891,] 0.2632985781 0.2401868170 -9.081007e-02 -2.465864e-03 -0.444351798
## [892,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [893,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [894,] -0.3254581356 0.8632374994 1.455588e-01 1.278072e-01 -0.143307886
## [895,] -0.6536050222 0.7082208310 -2.070675e-02 1.290246e-01 0.039030143
## [896,] -0.7123084261 -0.0431017225 -3.589599e-02 -2.844203e-02 -0.012459029
## [897,] -0.6814138158 -0.0362402444 -3.676489e-02 -2.055780e-02 -0.025983741
## [898,] -1.1479187863 0.5984371822 -6.804359e-03 2.876833e-03 0.255425535
## [899,] -0.0501393700 -0.5273696879 1.398401e-01 -9.620054e-02 0.560994123
## [900,] -0.3870048583 0.8649421933 -3.133082e-02 -1.021420e-01 -0.129310784
## [901,] -1.0212545286 -0.1117165030 -2.720700e-02 -1.072844e-01 0.122788091
## [902,] -0.5120612718 -0.5912613385 1.736127e-01 -2.912850e-01 0.731836770
## [903,] -0.2504584678 0.0285736303 -7.323480e-02 1.656268e-01 -0.167813176
## [904,] -0.2657620369 0.7890322533 1.299311e-01 2.312554e-01 -0.497754597
## [905,] -0.1268800268 0.0560195425 -7.671040e-02 1.971638e-01 -0.221912023
## [906,] -1.1227053422 0.6994681281 7.364479e-03 -5.176452e-02 0.193606422
## [907,] -1.0727382459 0.6782990202 1.069492e-02 -4.657804e-02 0.173708288
## [908,] 0.0115779070 -0.5058630296 1.345361e-01 -8.144769e-02 0.549433199
## [909,] -0.5563472019 -0.6642616984 1.552445e-01 -2.339459e-01 0.800029305
## [910,] -0.9136912051 -0.6804605531 1.849084e-01 -3.937801e-01 0.907658026
## [911,] -0.8873705844 0.7194678885 5.481522e-03 7.273774e-04 0.092560016
## [912,] -1.0552349555 0.6190216163 -9.411057e-03 2.652954e-02 0.214851399
## [913,] -0.3457660963 -0.5220618843 1.641999e-01 -2.412819e-01 0.657061920
## [914,] -0.3709795404 -0.6230928301 1.500311e-01 -1.866405e-01 0.718881033
## [915,] -0.9625511247 0.6396060505 -1.201776e-02 5.018225e-02 0.174277263
## PC16 PC17 PC18 PC19
## [1,] -0.1081029113 -1.241729e-02 1.913611e-01 -6.703249e-04
## [2,] 0.1506849796 6.625572e-02 1.887222e-01 7.697420e-04
## [3,] -0.1429273410 2.779900e-04 -2.297292e-01 -1.349715e-02
## [4,] -0.0216692529 -1.333034e-02 -1.962766e-02 -8.960548e-04
## [5,] -0.0480324678 3.857795e-02 -2.659687e-02 -1.211977e-03
## [6,] -0.2135974253 -6.559186e-02 -6.810057e-03 2.083122e-03
## [7,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [8,] -0.0096741946 -9.037396e-03 -2.817639e-02 -8.638320e-04
## [9,] -0.1774496418 -1.799513e-04 -9.871378e-03 3.332761e-03
## [10,] -0.2281697432 -5.884584e-02 -3.723828e-06 2.266048e-03
## [11,] -0.1324263923 -8.649740e-03 -1.646210e-02 -7.737061e-04
## [12,] -0.1679632236 -2.920547e-02 3.507034e-03 2.286082e-03
## [13,] -0.1625410375 -2.594094e-02 9.166082e-04 2.222167e-03
## [14,] -0.0559533144 3.078421e-02 -2.072262e-02 -9.454166e-04
## [15,] -0.1261234296 1.062323e-03 -2.408515e-01 -1.422447e-03
## [16,] -0.1459818576 -1.681105e-02 -9.986039e-03 -6.139196e-04
## [17,] -0.1788180559 -3.903774e-02 1.958857e-01 1.702129e-02
## [18,] -0.0505311283 3.404873e-02 -2.331305e-02 -1.009331e-03
## [19,] -0.0568570121 3.024012e-02 -2.029089e-02 -9.347642e-04
## [20,] -0.1089302525 5.496538e-03 -2.768728e-02 -1.050669e-03
## [21,] -0.0440984543 -1.204028e-02 -2.341971e-01 1.630101e-02
## [22,] -0.0785457565 1.718202e-02 -9.929182e-03 -6.791058e-04
## [23,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [24,] -0.1432707645 -1.517879e-02 -1.128125e-02 -6.458769e-04
## [25,] -0.0333783920 -8.965082e-03 -1.638794e-02 -6.097933e-04
## [26,] -0.0839679426 1.391749e-02 -7.338756e-03 -6.151912e-04
## [27,] -0.0767383611 1.827019e-02 -1.079266e-02 -7.004106e-04
## [28,] -0.0613755005 2.751968e-02 -1.813220e-02 -8.815020e-04
## [29,] 0.0238153633 2.249587e-02 -1.616072e-02 -7.719839e-04
## [30,] -0.0812568495 1.554976e-02 -8.633969e-03 -6.471485e-04
## [31,] -0.1479687196 -3.268696e-02 -5.889725e-03 2.039240e-03
## [32,] -0.1179901504 5.959112e-03 -2.447371e-01 -1.518319e-03
## [33,] -0.0830642449 1.446158e-02 -7.770494e-03 -6.258436e-04
## [34,] -0.0722198727 2.099063e-02 -1.295135e-02 -7.536728e-04
## [35,] -0.1224857178 -2.664777e-03 -2.121122e-02 -8.908829e-04
## [36,] -0.0649902912 2.534333e-02 -1.640525e-02 -8.388923e-04
## [37,] -0.1486929506 -1.844332e-02 -8.690826e-03 -5.819623e-04
## [38,] -0.3187132654 5.350216e-02 -2.877953e-02 9.458797e-05
## [39,] -0.3072850788 2.813895e-02 -1.548977e-02 -1.022501e-03
## [40,] -0.0273541795 -1.703624e-03 -2.398885e-02 -8.985416e-04
## [41,] -0.1333300900 -9.193828e-03 -1.603037e-02 -7.630537e-04
## [42,] -0.1484887799 -1.600020e-02 -5.515150e-03 2.078574e-03
## [43,] -0.0765959738 -1.071800e-02 -1.826075e-02 -8.402067e-04
## [44,] -0.0946699274 -2.159975e-02 -9.625998e-03 -6.271580e-04
## [45,] -0.0793070668 -1.235026e-02 -1.696554e-02 -8.082493e-04
## [46,] -0.0326560125 9.128797e-03 -6.978715e-03 -6.284295e-04
## [47,] -0.0685621135 -2.372205e-02 -9.661846e-03 -6.391034e-04
## [48,] -0.0074518962 6.462405e-03 -6.582826e-03 -6.297225e-04
## [49,] -0.0458262774 -2.804520e-02 -5.196230e-03 -6.077602e-04
## [50,] -0.0424542996 -2.584436e-02 -9.697695e-03 -6.510488e-04
## [51,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [52,] 0.0732357879 -1.317758e-02 -9.873949e-02 1.063450e-03
## [53,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [54,] -0.0779911309 -4.640009e-02 1.027144e-02 2.408739e-03
## [55,] 0.1233016102 3.984916e-02 1.895260e-01 7.478256e-04
## [56,] -0.0418432236 -2.463658e-02 -6.998063e-03 1.982642e-03
## [57,] -0.3042958937 -3.145702e-03 2.043680e-01 3.442325e-03
## [58,] -0.1124202441 -5.312313e-02 -2.266509e-01 1.532458e-03
## [59,] 0.0350521872 -4.166740e-02 -8.845650e-04 1.712567e-02
## [60,] -0.0442616950 -2.693253e-02 -8.834220e-03 -6.297439e-04
## [61,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [62,] -0.1318717668 -7.223185e-02 3.738521e-03 2.314139e-03
## [63,] -0.1309680691 -7.168776e-02 3.306784e-03 2.303486e-03
## [64,] 0.0213670107 5.972364e-03 -7.913888e-03 -6.736252e-04
## [65,] -0.1254418904 -6.872156e-02 7.052755e-04 2.360477e-03
## [66,] 0.0698574156 1.732163e-02 -2.226159e-01 3.043004e-03
## [67,] 0.0266741766 -3.821863e-02 3.220737e-03 2.310750e-03
## [68,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [69,] 0.0867587076 7.044671e-02 -2.270073e-02 3.933377e-04
## [70,] 0.1372835958 1.944753e-02 -2.062149e-02 -9.262899e-04
## [71,] 0.0430557551 1.903047e-02 -1.827559e-02 -9.292836e-04
## [72,] -0.0298025321 -1.822713e-02 -1.574202e-02 -8.001829e-04
## [73,] 0.0500958251 2.037667e-02 1.976491e-01 -6.110184e-04
## [74,] -0.0459559354 -4.347213e-02 -7.869275e-03 -6.209269e-04
## [75,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [76,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [77,] -0.0469727881 -2.856480e-02 -7.539007e-03 -5.977866e-04
## [78,] -0.0225729506 -1.387443e-02 -1.919592e-02 -8.854023e-04
## [79,] -0.0234766483 -1.441852e-02 -1.876419e-02 -8.747499e-04
## [80,] -0.0460690904 -2.802071e-02 -7.970744e-03 -6.084391e-04
## [81,] -0.0487801834 -2.965297e-02 -6.675531e-03 -5.764818e-04
## [82,] -0.0379358112 -2.312392e-02 -1.185638e-02 -7.043110e-04
## [83,] -0.0200513690 -1.524867e-02 1.988875e-01 -5.138749e-04
## [84,] 0.0087152431 -1.644863e-03 -1.869561e-03 -5.244912e-04
## [85,] -0.0111175023 -6.137604e-03 -2.167714e-02 1.620459e-03
## [86,] 0.0635216109 -1.835415e-02 -1.765618e-02 -7.865367e-04
## [87,] -0.0451653927 -2.747662e-02 -8.402482e-03 -6.190915e-04
## [88,] 0.0211774993 2.965862e-03 2.114647e-01 -2.701405e-04
## [89,] -0.0442616950 -2.693253e-02 -8.834220e-03 -6.297439e-04
## [90,] 0.0535809364 -2.433912e-02 -1.290707e-02 -6.693599e-04
## [91,] 0.0448402294 2.602209e-02 -2.405063e-01 -1.524762e-03
## [92,] 0.0580994248 -2.161868e-02 -1.506576e-02 -7.226221e-04
## [93,] 0.0258854991 8.692802e-03 -1.007258e-02 -7.268874e-04
## [94,] -0.0388395089 -2.366801e-02 -1.142465e-02 -6.936585e-04
## [95,] -0.0460690904 -2.802071e-02 -7.970744e-03 -6.084391e-04
## [96,] -0.0252840436 -1.550669e-02 -1.790071e-02 -8.534450e-04
## [97,] -0.0478764857 -2.910888e-02 -7.107269e-03 -5.871342e-04
## [98,] 0.0168485223 3.251926e-03 -5.755199e-03 -6.203631e-04
## [99,] 0.1101726652 3.124903e-03 -7.669359e-03 -6.067169e-04
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## [743,] -0.0203890422 2.667368e-02 -8.953252e-02 -7.189495e-03
## [744,] 0.0297597780 1.332502e-02 6.083188e-03 1.261697e-03
## [745,] -0.0181026018 5.091682e-03 -1.108712e-03 1.302553e-03
## [746,] 0.0240896354 -1.711036e-03 -7.694206e-03 4.091289e-03
## [747,] 0.0195114757 2.112986e-02 1.319549e-02 1.588897e-03
## [748,] 0.0540930077 5.922120e-02 -5.775252e-03 1.397917e-03
## [749,] -0.2119551964 1.108409e-02 2.251707e-01 1.520025e-03
## [750,] 0.0218389314 5.531280e-03 1.195744e-02 1.528258e-03
## [751,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [752,] -0.0310736236 2.980316e-02 -2.156453e-01 -1.117512e-02
## [753,] -0.0382725613 4.277090e-02 -6.751001e-03 5.505906e-03
## [754,] -0.0901317141 -7.638683e-03 -2.198075e-01 3.704983e-03
## [755,] 0.1465171644 3.278853e-02 -4.912629e-03 1.611920e-02
## [756,] 0.0146093499 1.178579e-03 1.541134e-02 1.613477e-03
## [757,] -0.1780358346 -1.579852e+00 -4.046614e-02 -1.566977e-03
## [758,] 0.0928525891 6.471612e-02 -1.185543e-02 1.236837e-03
## [759,] 0.0712303111 1.510583e-02 1.307948e-02 1.548812e-03
## [760,] 0.1791965694 -1.534713e+00 -4.310266e-02 1.472583e-03
## [761,] 0.0617640597 1.544321e-02 1.087000e-02 4.413030e-03
## [762,] 0.1013270095 3.621284e-02 -9.513296e-03 1.637639e-03
## [763,] -0.0181542035 2.317138e-02 -5.420505e-04 4.160708e-03
## [764,] -0.0946272814 -1.626257e-02 3.718469e-03 4.332418e-03
## [765,] 0.0738463678 8.197211e-02 1.600882e-03 2.613000e-03
## [766,] -0.0334377720 -2.335110e-02 7.600780e-03 1.781969e-03
## [767,] 0.0195724999 4.132276e-02 2.194218e-01 1.801470e-02
## [768,] 0.0444213286 3.091470e-02 2.173098e-01 -9.664233e-04
## [769,] -0.0214097648 -1.087448e-02 -1.744946e-03 1.135139e-03
## [770,] 0.0382849563 3.011259e-02 9.533211e-04 -1.295341e-03
## [771,] 0.0903581967 5.485617e-02 8.349718e-03 -1.179436e-03
## [772,] 0.1160667720 5.948345e-03 9.611540e-03 1.531251e-03
## [773,] 0.0793965428 7.445565e-02 -1.786391e-02 1.099649e-03
## [774,] -0.0390524052 2.610878e-02 9.286446e-03 4.418202e-03
## [775,] -0.0062266670 4.503224e-02 -9.387478e-03 1.390371e-03
## [776,] 0.0913569214 1.222802e-01 -7.279700e-03 2.807593e-03
## [777,] 0.1124519812 3.771995e-03 1.133849e-02 1.573861e-03
## [778,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [779,] -0.0304467416 -1.631535e-02 2.572430e-03 1.241664e-03
## [780,] -0.0029910911 2.925064e-02 -9.268434e-03 1.672933e-03
## [781,] 0.1110282232 1.991467e-02 1.214480e-02 1.623848e-03
## [782,] 0.0456095647 1.013453e-01 -1.769826e-02 2.617121e-03
## [783,] 0.0953538626 8.668364e-02 2.094307e-01 2.709786e-04
## [784,] 0.0374762855 9.644849e-02 -1.381262e-02 2.712993e-03
## [785,] -0.0197821322 3.687093e-02 -2.911414e-03 1.550158e-03
## [786,] -0.0053229693 4.557633e-02 -9.819216e-03 1.379719e-03
## [787,] 0.0612094341 7.902532e-02 -9.330622e-03 1.325185e-03
## [788,] 0.0502758392 3.716123e-02 -1.884754e-03 -1.433144e-03
## [789,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [790,] 0.0293430064 9.155170e-02 -9.926983e-03 2.808864e-03
## [791,] 0.0865063972 8.424926e-02 -5.630510e-03 -2.598184e-05
## [792,] 0.1083376659 1.296114e-01 2.038959e-01 3.008681e-03
## [793,] -0.2097870848 3.530656e-02 2.882853e-03 9.532282e-04
## [794,] -0.0702530670 8.578492e-02 -7.927337e-03 -4.029983e-04
## [795,] 0.2328074783 1.094099e-01 -5.800106e-04 9.291709e-05
## [796,] 0.1237950111 7.498741e-02 -7.624575e-03 -1.573576e-03
## [797,] -0.0479762271 5.216486e-03 1.370529e-02 4.512238e-03
## [798,] -0.0964346768 -1.735075e-02 4.581944e-03 4.353723e-03
## [799,] -0.0339984822 2.814104e-02 6.770902e-03 1.721276e-03
## [800,] -0.1489791462 -3.455717e-02 -7.892898e-02 -8.705811e-03
## [801,] -0.0991686909 -1.307956e-02 -2.154901e-01 3.811507e-03
## [802,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [803,] 0.0516509101 3.526740e-02 2.138559e-01 -1.051643e-03
## [804,] 0.0967791075 1.255448e-01 -9.870126e-03 2.743678e-03
## [805,] -0.0188784345 3.741502e-02 -3.343151e-03 1.539505e-03
## [806,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [807,] -0.0224932253 3.523867e-02 -1.616201e-03 1.582115e-03
## [808,] -0.0253185275 -1.295980e-03 5.412233e-03 2.454263e-04
## [809,] 0.0409811412 6.176022e-03 2.008913e-01 4.248885e-03
## [810,] -0.0170710392 3.850319e-02 -4.206627e-03 1.518200e-03
## [811,] -0.1134576555 -1.201064e-02 1.221934e-02 4.557856e-03
## [812,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [813,] 0.0404243874 6.651130e-02 5.993440e-04 1.570191e-03
## [814,] -0.0215895276 3.578276e-02 -2.047939e-03 1.571463e-03
## [815,] 0.0413280851 6.705539e-02 1.676064e-04 1.559539e-03
## [816,] 0.0648242249 8.120167e-02 -1.105757e-02 1.282575e-03
## [817,] 0.0394314670 3.063218e-02 3.296098e-03 -1.305315e-03
## [818,] 0.0575946434 7.684897e-02 -7.603671e-03 1.367795e-03
## [819,] 0.0539798527 7.467262e-02 -5.876721e-03 1.410405e-03
## [820,] 0.1128561543 1.323318e-01 2.017372e-01 2.955419e-03
## [821,] 0.1012025690 6.138522e-02 3.168866e-03 -1.307265e-03
## [822,] -0.0199845199 2.798665e-02 -2.210458e-01 3.607839e-03
## [823,] 0.0446829459 1.067046e-01 -2.386338e-01 2.053599e-03
## [824,] 0.0131092898 -1.573721e-03 1.759868e-02 1.840883e-03
## [825,] 0.0846990018 8.316109e-02 -4.767035e-03 -4.676969e-06
## [826,] -0.0428860767 -2.682953e-02 1.060537e-02 1.561487e-03
## [827,] 0.0209352337 4.987192e-03 1.238917e-02 1.538910e-03
## [828,] -0.0143599461 4.013546e-02 -5.501840e-03 1.486243e-03
## [829,] -0.0368857804 -4.672552e-03 5.493125e-03 1.328719e-03
## [830,] -0.0439029294 -1.192220e-02 1.093564e-02 1.584627e-03
## [831,] 0.0971383369 9.367526e-02 -1.279997e-02 -3.244999e-04
## [832,] 0.0283442818 2.412762e-02 5.702435e-03 -1.178164e-03
## [833,] 0.1530388006 1.176983e-01 -5.141916e-03 -8.051557e-05
## [834,] 0.0301516771 2.521580e-02 4.838960e-03 -1.199469e-03
## [835,] 0.1959220104 1.264623e-01 -1.046070e-02 2.943003e-03
## [836,] -0.0321777805 1.054388e-03 -2.160442e-01 8.719716e-04
## [837,] 0.0504461334 7.810139e-02 -2.255281e-01 9.997463e-04
## [838,] 0.0062126681 5.554642e-02 -1.742042e-02 1.070548e-03
## [839,] -0.0132134354 4.065505e-02 -3.159063e-03 1.476270e-03
## [840,] -0.0243006206 3.415049e-02 -7.527256e-04 1.603420e-03
## [841,] 0.0449428758 6.923174e-02 -1.559344e-03 1.516929e-03
## [842,] 0.0948537641 6.348006e-02 -2.151762e-01 -1.806872e-03
## [843,] 0.0090740088 1.336547e-02 1.790030e-02 1.689880e-03
## [844,] -0.0529399062 -1.736308e-02 1.525301e-02 1.691151e-03
## [845,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [846,] 0.1940892439 4.648017e-02 2.042655e-01 1.875543e-03
## [847,] 0.0208220787 2.043861e-02 1.228771e-02 1.551398e-03
## [848,] 0.0993951736 6.029705e-02 4.032341e-03 -1.285960e-03
## [849,] -0.0474045651 -2.954997e-02 1.276406e-02 1.614749e-03
## [850,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
## [851,] 0.0805125491 1.157512e-01 -2.098849e-03 2.935422e-03
## [852,] -0.0235763896 1.990685e-02 2.048375e-03 4.224622e-03
## [853,] -0.0556509993 -1.899534e-02 1.654823e-02 1.723108e-03
## [854,] 0.1026063336 6.466702e-02 8.899245e-04 5.688719e-03
## [855,] 0.0188873567 5.726020e-02 1.979025e-01 1.495588e-03
## [856,] 0.0419947739 9.916892e-02 -1.597131e-02 2.659730e-03
## [857,] 0.0395206897 6.596722e-02 1.031082e-03 1.580843e-03
## [858,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [859,] 0.1075284527 6.519383e-02 1.467026e-04 -1.381832e-03
## [860,] 0.0036147300 3.846274e-02 -1.602373e-02 1.090018e-03
## [861,] 0.1084321504 6.573792e-02 -2.850350e-04 -1.392484e-03
## [862,] 0.0482027097 4.200100e-02 -2.251630e-01 -1.986691e-03
## [863,] -0.1319542153 -3.022896e-02 2.157462e-02 1.971929e-02
## [864,] 0.0862939646 8.714621e-02 -7.619120e-03 -1.966707e-04
## [865,] 0.0693361412 7.391160e-02 2.572505e-03 1.764144e-04
## [866,] -0.1619492812 7.221239e-02 -3.643815e-03 2.193906e-03
## [867,] -0.0179237668 -1.840858e-02 3.095389e-02 1.996965e-03
## [868,] 0.0828916065 8.207291e-02 -3.903560e-03 1.662790e-05
## [869,] -0.0030037754 3.531782e-02 -9.870201e-03 3.808928e-03
## [870,] -0.0018976900 4.474618e-02 2.078325e-01 1.740594e-03
## [871,] 0.0437071424 3.337711e-02 -1.637105e-03 -1.359256e-03
## [872,] 0.0939729875 5.703252e-02 6.622767e-03 -1.222046e-03
## [873,] 0.0247294910 2.195127e-02 7.429386e-03 -1.135555e-03
## [874,] 0.0854232329 6.891745e-02 -1.965934e-03 2.616526e-03
## [875,] -0.1689773778 2.162177e-02 1.138055e-03 4.104647e-03
## [876,] 0.0125420246 3.756330e-02 -2.207996e-01 2.171453e-03
## [877,] 0.0412388624 3.172036e-02 2.432622e-03 -1.326619e-03
## [878,] -0.0420955340 -1.083403e-02 1.007216e-02 1.563322e-03
## [879,] -0.0082135289 2.915634e-02 -5.291165e-03 4.043531e-03
## [880,] 0.0054629367 1.872416e-02 -9.369096e-02 7.338853e-03
## [881,] 0.0572626077 4.153843e-02 -8.113169e-03 -1.519042e-03
## [882,] 0.0397997300 3.186445e-02 3.221215e-03 1.327697e-03
## [883,] 0.1596657870 6.364897e-02 -9.399073e-03 1.643580e-03
## [884,] -0.0201740314 2.498015e-02 -1.667185e-03 4.011324e-03
## [885,] -0.3357870667 6.292402e-03 -1.083044e-03 3.847719e-03
## [886,] -0.1062280741 -7.657938e-03 8.765441e-03 4.472637e-03
## [887,] 0.0163428541 6.453789e-02 -2.415482e-01 5.498868e-04
## [888,] -0.0967602643 9.976180e-04 2.491865e-03 4.195522e-03
## [889,] 0.1102395458 6.682610e-02 -1.148510e-03 -1.413789e-03
## [890,] 0.1142593766 4.860170e-03 1.047502e-02 1.552556e-03
## [891,] 0.0406041502 1.985407e-02 9.023366e-04 1.133868e-03
## [892,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [893,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [894,] 0.2107932702 7.105178e-02 -6.516571e-03 -1.485363e-03
## [895,] 0.0409960493 3.174485e-02 -3.418918e-04 -1.327298e-03
## [896,] 0.0153998926 1.717408e-02 1.487813e-02 1.615313e-03
## [897,] 0.0163035903 1.771817e-02 1.444639e-02 1.604660e-03
## [898,] 0.0265368864 2.303945e-02 6.565910e-03 -1.156859e-03
## [899,] -0.0005616678 4.827228e-02 -9.203390e-03 1.327135e-03
## [900,] 0.1100271133 6.972305e-02 -3.137120e-03 -1.584478e-03
## [901,] 0.0063629157 1.173321e-02 1.919551e-02 1.721837e-03
## [902,] 0.0494613642 7.195218e-02 -3.718032e-03 1.463667e-03
## [903,] -0.0356564952 -2.247683e-02 7.151466e-03 1.476267e-03
## [904,] 0.0145019991 4.817495e-02 2.377205e-03 2.737488e-03
## [905,] -0.0320417045 -2.030048e-02 5.424516e-03 1.433657e-03
## [906,] 0.0949898402 4.212519e-02 6.292499e-03 -1.245186e-03
## [907,] 0.0948766852 5.757661e-02 6.191030e-03 -1.232698e-03
## [908,] 0.0002123718 3.338944e-02 -1.230817e-02 1.303316e-03
## [909,] -0.0179747369 3.795911e-02 -3.774889e-03 1.528853e-03
## [910,] 0.0377132943 6.487904e-02 1.894557e-03 1.602148e-03
## [911,] 0.1002988713 6.084113e-02 3.600604e-03 -1.296613e-03
## [912,] 0.0292479794 2.467171e-02 5.270698e-03 -1.188817e-03
## [913,] 0.0559004030 6.030938e-02 -6.638727e-03 1.376612e-03
## [914,] -0.0125525507 4.122363e-02 -6.365315e-03 1.464938e-03
## [915,] 0.0319590725 2.630397e-02 3.975485e-03 -1.220774e-03
plot(cvd_pca)
#get the original value of the data based on PCA
center <- cvd_pca$center
scale <- cvd_pca$scale
new_cvdow <- as.matrix(cvd[,-1])
new_cvdow
## USMER MEDICAL_UNIT PATIENT_TYPE INTUBED PNEUMONIA AGE PREGNANT DIABETES
## [1,] 2 1 1 97 1 65 2 2
## [2,] 2 1 1 97 1 72 97 2
## [3,] 2 1 2 1 2 55 97 1
## [4,] 2 1 1 97 2 53 2 2
## [5,] 2 1 1 97 2 68 97 1
## [6,] 2 1 2 2 1 40 2 2
## [7,] 2 1 1 97 2 64 2 2
## [8,] 2 1 1 97 1 64 2 1
## [9,] 2 1 2 2 2 37 2 1
## [10,] 2 1 2 2 2 25 2 2
## [11,] 2 1 1 97 2 38 2 2
## [12,] 2 1 2 2 2 24 97 2
## [13,] 2 1 2 2 2 30 97 2
## [14,] 2 1 1 97 2 55 97 2
## [15,] 2 1 1 97 2 48 2 1
## [16,] 2 1 1 97 2 23 2 2
## [17,] 2 1 2 2 1 80 2 2
## [18,] 2 1 1 97 2 61 97 2
## [19,] 2 1 1 97 2 54 97 2
## [20,] 2 1 1 97 2 64 2 2
## [21,] 2 1 2 2 1 59 97 1
## [22,] 2 1 1 97 2 30 97 2
## [23,] 2 1 1 97 2 45 97 2
## [24,] 2 1 1 97 2 26 2 2
## [25,] 2 1 1 97 2 38 2 2
## [26,] 2 1 1 97 2 24 97 2
## [27,] 2 1 1 97 2 32 97 2
## [28,] 2 1 1 97 2 49 97 2
## [29,] 2 1 1 97 2 39 97 2
## [30,] 2 1 1 97 2 27 97 2
## [31,] 2 1 2 2 1 45 97 2
## [32,] 2 1 1 97 2 57 2 1
## [33,] 2 1 1 97 2 25 97 2
## [34,] 2 1 1 97 2 37 97 2
## [35,] 2 1 1 97 2 49 2 2
## [36,] 2 1 1 97 2 45 97 2
## [37,] 2 1 1 97 2 20 2 2
## [38,] 2 1 1 97 2 56 2 2
## [39,] 2 1 1 97 2 47 97 2
## [40,] 2 1 1 97 2 50 2 2
## [41,] 2 1 1 97 2 37 2 2
## [42,] 2 1 2 1 1 45 97 2
## [43,] 2 1 1 97 2 46 2 2
## [44,] 2 1 1 97 2 26 2 2
## [45,] 2 1 1 97 2 43 2 2
## [46,] 2 1 1 97 2 27 97 2
## [47,] 2 1 1 97 2 28 2 2
## [48,] 2 1 1 97 2 28 97 2
## [49,] 2 1 1 97 2 25 2 2
## [50,] 2 1 1 97 2 30 2 2
## [51,] 2 1 1 97 2 23 2 2
## [52,] 2 1 1 97 2 59 97 2
## [53,] 2 1 1 97 2 33 97 2
## [54,] 2 1 2 2 2 16 97 2
## [55,] 2 1 1 97 2 62 2 2
## [56,] 2 1 2 2 2 56 97 2
## [57,] 2 1 2 1 1 58 2 2
## [58,] 2 1 2 1 1 48 2 1
## [59,] 2 1 2 2 1 36 97 2
## [60,] 2 1 1 97 2 28 2 2
## [61,] 2 1 2 2 2 25 2 2
## [62,] 2 1 2 2 2 24 2 2
## [63,] 2 1 2 2 2 25 2 2
## [64,] 2 1 1 97 2 33 97 2
## [65,] 2 1 2 2 2 30 2 2
## [66,] 2 1 2 2 2 30 97 1
## [67,] 2 1 2 1 1 27 97 2
## [68,] 2 1 1 97 2 25 2 2
## [69,] 2 1 1 97 2 57 97 2
## [70,] 2 1 1 97 2 57 97 2
## [71,] 2 1 1 97 2 57 97 2
## [72,] 2 1 1 97 2 44 2 2
## [73,] 2 1 1 97 2 66 97 2
## [74,] 2 1 1 97 1 25 2 2
## [75,] 2 1 1 97 2 24 2 2
## [76,] 2 1 1 97 2 24 2 2
## [77,] 2 1 1 97 2 25 2 2
## [78,] 2 1 1 97 2 52 2 2
## [79,] 2 1 1 97 2 51 2 2
## [80,] 2 1 1 97 2 26 2 2
## [81,] 2 1 1 97 2 23 2 2
## [82,] 2 1 1 97 2 35 2 2
## [83,] 2 1 1 97 2 56 2 2
## [84,] 2 1 1 97 2 19 97 2
## [85,] 2 1 2 2 2 90 97 2
## [86,] 2 1 1 97 2 43 2 2
## [87,] 2 1 1 97 2 27 2 2
## [88,] 2 1 1 97 2 34 97 2
## [89,] 2 1 1 97 2 28 2 2
## [90,] 2 1 1 97 2 32 2 2
## [91,] 2 1 1 97 2 62 97 1
## [92,] 2 1 1 97 2 37 2 2
## [93,] 2 1 1 97 2 38 97 2
## [94,] 2 1 1 97 2 34 2 2
## [95,] 2 1 1 97 2 26 2 2
## [96,] 2 1 1 97 2 49 2 2
## [97,] 2 1 1 97 2 24 2 2
## [98,] 2 1 1 97 2 28 97 2
## [99,] 2 1 1 97 2 27 97 2
## [100,] 2 1 1 97 2 26 2 2
## [101,] 2 1 1 97 2 27 2 2
## [102,] 2 1 1 97 2 52 97 2
## [103,] 2 1 2 1 1 30 97 2
## [104,] 2 1 2 2 1 46 97 2
## [105,] 2 1 1 97 2 56 97 1
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## [111,] 2 1 1 97 2 59 2 2
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## [220,] 2 2 1 97 2 47 2 1
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## [222,] 2 2 1 97 2 75 2 2
## [223,] 2 2 1 97 2 53 2 1
## [224,] 2 2 1 97 2 53 2 2
## [225,] 2 2 1 97 2 81 2 2
## [226,] 2 2 1 97 2 17 2 2
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## [229,] 2 2 1 97 2 17 2 2
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## [232,] 2 2 1 97 2 25 2 2
## [233,] 2 2 1 97 2 70 2 2
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## [240,] 2 2 1 97 2 75 2 2
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## [251,] 2 2 1 97 2 20 2 2
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## [257,] 2 2 1 97 2 70 2 2
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## [263,] 2 2 1 97 2 66 2 2
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## [272,] 2 2 1 97 2 22 2 2
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## [647,] 2 3 1 97 2 48 2 1
## [648,] 1 3 2 2 1 75 97 2
## [649,] 2 3 2 1 1 45 97 2
## [650,] 1 3 2 2 1 67 97 2
## [651,] 1 3 2 1 1 42 97 1
## [652,] 2 3 1 97 2 51 2 2
## [653,] 2 3 2 2 1 52 97 1
## [654,] 2 3 2 2 1 85 2 2
## [655,] 2 3 2 2 1 58 97 2
## [656,] 1 3 2 2 2 66 2 2
## [657,] 1 3 2 2 1 53 97 2
## [658,] 1 3 2 2 2 42 2 2
## [659,] 2 3 2 2 1 64 97 2
## [660,] 1 3 2 2 1 42 2 1
## [661,] 1 3 2 2 1 57 2 1
## [662,] 1 3 2 2 1 62 97 2
## [663,] 1 3 2 2 1 79 2 1
## [664,] 1 3 2 2 2 51 2 2
## [665,] 1 3 2 2 1 83 2 2
## [666,] 1 3 2 2 1 79 97 2
## [667,] 2 3 2 1 2 83 2 2
## [668,] 2 3 2 2 1 51 97 1
## [669,] 1 3 2 1 1 46 97 2
## [670,] 1 3 2 2 1 59 2 1
## [671,] 2 3 2 2 1 73 2 1
## [672,] 1 3 2 2 1 55 97 1
## [673,] 1 3 2 2 1 54 2 2
## [674,] 2 3 2 1 1 46 97 2
## [675,] 1 3 2 2 1 36 97 2
## [676,] 1 3 2 2 1 46 97 1
## [677,] 2 3 2 2 1 78 2 2
## [678,] 1 3 2 2 2 74 2 2
## [679,] 1 3 2 2 2 63 2 2
## [680,] 2 3 2 2 2 68 2 2
## [681,] 1 3 2 2 1 82 2 1
## [682,] 2 3 2 2 1 67 2 1
## [683,] 1 3 1 97 1 85 2 2
## [684,] 1 3 2 2 2 40 2 2
## [685,] 1 3 2 2 2 40 2 2
## [686,] 1 3 2 2 1 23 97 2
## [687,] 2 3 2 1 1 70 97 1
## [688,] 2 3 2 1 1 42 97 2
## [689,] 1 3 2 1 1 85 97 1
## [690,] 2 3 2 1 1 67 2 2
## [691,] 1 3 2 2 1 85 97 2
## [692,] 1 3 2 2 1 43 2 2
## [693,] 2 3 2 2 1 77 97 1
## [694,] 1 3 2 2 1 66 2 2
## [695,] 1 3 2 1 1 54 2 2
## [696,] 1 3 2 2 2 62 97 2
## [697,] 2 3 2 1 1 77 2 2
## [698,] 1 3 2 2 1 86 2 1
## [699,] 2 3 2 1 1 63 97 2
## [700,] 1 3 2 2 1 55 97 2
## [701,] 1 3 2 2 2 56 97 2
## [702,] 1 3 2 2 2 57 97 2
## [703,] 2 3 2 1 1 72 97 2
## [704,] 1 3 2 99 1 61 97 2
## [705,] 2 3 2 1 1 53 2 1
## [706,] 1 3 2 2 1 63 2 1
## [707,] 1 3 2 1 1 62 2 2
## [708,] 1 3 2 2 2 51 97 2
## [709,] 1 3 2 2 1 59 97 2
## [710,] 1 3 2 2 1 82 97 2
## [711,] 2 3 2 99 1 83 97 2
## [712,] 1 3 2 2 1 63 97 1
## [713,] 1 3 2 2 1 54 97 2
## [714,] 1 3 2 2 2 64 2 1
## [715,] 2 3 2 2 1 75 2 2
## [716,] 1 3 2 2 1 89 97 1
## [717,] 1 3 2 1 1 58 97 1
## [718,] 2 3 2 2 1 50 97 1
## [719,] 1 3 2 2 1 46 97 1
## [720,] 2 3 2 2 1 57 97 1
## [721,] 1 3 2 1 1 50 2 1
## [722,] 2 3 2 1 1 77 2 2
## [723,] 1 3 2 2 1 63 2 1
## [724,] 2 3 2 2 1 67 97 2
## [725,] 1 3 2 2 1 69 97 2
## [726,] 1 3 2 2 1 84 2 1
## [727,] 1 3 2 2 1 85 97 2
## [728,] 2 3 2 2 1 67 97 1
## [729,] 1 3 2 2 1 86 97 2
## [730,] 1 3 2 2 1 53 97 2
## [731,] 1 3 2 2 1 77 97 1
## [732,] 1 3 2 1 1 52 97 1
## [733,] 1 3 2 2 1 76 97 2
## [734,] 1 3 2 2 1 55 97 2
## [735,] 1 3 2 1 1 45 97 2
## [736,] 2 3 2 2 1 62 97 2
## [737,] 1 3 2 2 1 71 2 1
## [738,] 2 3 1 97 2 57 97 2
## [739,] 2 3 1 97 1 55 97 2
## [740,] 2 3 2 99 1 88 97 2
## [741,] 2 3 1 97 2 43 97 2
## [742,] 1 3 2 2 2 77 97 2
## [743,] 2 3 2 1 1 65 2 1
## [744,] 1 3 2 2 1 57 97 1
## [745,] 1 3 2 1 1 68 2 2
## [746,] 2 3 2 2 1 67 2 1
## [747,] 1 3 2 1 1 42 97 2
## [748,] 2 3 1 97 1 45 97 2
## [749,] 1 3 2 2 1 59 97 2
## [750,] 1 3 2 2 1 44 97 2
## [751,] 1 3 2 2 1 43 97 2
## [752,] 2 3 2 1 1 47 97 1
## [753,] 2 3 2 2 1 55 2 2
## [754,] 2 3 2 2 1 49 2 1
## [755,] 1 3 2 2 1 78 97 2
## [756,] 1 3 2 2 1 36 97 2
## [757,] 1 3 2 99 1 63 2 1
## [758,] 2 3 1 97 1 61 97 2
## [759,] 1 3 2 2 2 46 97 2
## [760,] 2 3 2 99 2 70 97 1
## [761,] 2 3 2 2 2 40 97 2
## [762,] 2 3 1 97 2 54 2 2
## [763,] 2 3 2 2 1 58 97 2
## [764,] 2 3 2 2 1 41 2 2
## [765,] 1 3 2 1 1 58 97 1
## [766,] 1 3 2 2 1 46 2 2
## [767,] 1 3 2 2 1 61 2 2
## [768,] 1 3 1 97 2 46 2 2
## [769,] 1 3 2 2 1 68 2 1
## [770,] 1 3 1 97 2 38 2 2
## [771,] 1 3 1 97 2 28 97 2
## [772,] 1 3 2 2 1 44 97 2
## [773,] 2 3 1 97 1 73 97 2
## [774,] 2 3 2 2 2 36 97 2
## [775,] 2 3 1 97 2 47 2 2
## [776,] 2 3 1 97 2 39 97 2
## [777,] 1 3 2 2 1 40 97 2
## [778,] 1 3 2 2 1 52 2 2
## [779,] 1 3 2 2 1 58 2 1
## [780,] 2 3 1 97 1 45 2 2
## [781,] 1 3 2 1 1 39 97 2
## [782,] 2 3 1 97 2 56 2 2
## [783,] 1 3 1 97 2 54 2 2
## [784,] 2 3 1 97 2 47 2 2
## [785,] 2 3 1 97 2 32 2 2
## [786,] 2 3 1 97 2 48 2 2
## [787,] 2 3 1 97 2 54 97 2
## [788,] 1 3 1 97 2 50 2 2
## [789,] 1 3 1 97 2 54 2 2
## [790,] 2 3 1 97 2 38 2 2
## [791,] 1 3 1 97 2 43 2 2
## [792,] 2 3 1 97 2 59 97 2
## [793,] 1 3 2 1 1 65 97 1
## [794,] 1 3 1 97 2 42 2 1
## [795,] 1 3 1 97 2 33 97 2
## [796,] 1 3 1 97 2 65 97 2
## [797,] 2 3 2 2 1 25 97 2
## [798,] 2 3 2 2 1 39 2 2
## [799,] 2 3 1 97 2 15 2 2
## [800,] 2 3 2 1 1 54 2 2
## [801,] 2 3 2 2 1 39 2 1
## [802,] 2 3 1 97 2 34 2 2
## [803,] 1 3 1 97 2 54 2 2
## [804,] 2 3 1 97 2 45 97 2
## [805,] 2 3 1 97 2 33 2 2
## [806,] 1 3 1 97 2 41 2 2
## [807,] 2 3 1 97 2 29 2 2
## [808,] 1 3 1 97 2 23 97 2
## [809,] 2 3 2 2 1 88 2 2
## [810,] 2 3 1 97 2 35 2 2
## [811,] 2 3 2 2 2 22 1 2
## [812,] 2 3 1 97 2 30 2 2
## [813,] 2 3 1 97 2 31 97 2
## [814,] 2 3 1 97 2 30 2 2
## [815,] 2 3 1 97 2 32 97 2
## [816,] 2 3 1 97 2 58 97 2
## [817,] 1 3 1 97 2 38 2 2
## [818,] 2 3 1 97 2 50 97 2
## [819,] 2 3 1 97 2 46 97 2
## [820,] 2 3 1 97 2 64 97 2
## [821,] 1 3 1 97 2 40 97 2
## [822,] 2 3 2 2 1 59 97 1
## [823,] 2 3 1 97 2 58 2 1
## [824,] 1 3 2 2 1 31 97 2
## [825,] 1 3 1 97 2 41 2 2
## [826,] 1 3 2 2 1 40 2 2
## [827,] 1 3 2 2 1 43 97 2
## [828,] 2 3 1 97 2 38 2 2
## [829,] 1 3 2 2 2 52 2 1
## [830,] 1 3 2 2 2 40 2 2
## [831,] 1 3 1 97 2 59 2 1
## [832,] 1 3 1 97 2 27 2 2
## [833,] 1 3 1 97 2 49 97 2
## [834,] 1 3 1 97 2 29 2 2
## [835,] 2 3 1 97 2 46 97 1
## [836,] 1 3 2 2 2 56 2 1
## [837,] 2 3 1 97 2 44 97 1
## [838,] 2 3 1 97 2 65 2 1
## [839,] 2 3 1 97 2 38 2 2
## [840,] 2 3 1 97 2 27 2 2
## [841,] 2 3 1 97 2 36 97 2
## [842,] 1 3 1 97 2 36 97 1
## [843,] 1 3 2 2 2 31 97 2
## [844,] 1 3 2 2 2 30 2 2
## [845,] 1 3 1 97 2 28 2 2
## [846,] 2 3 1 97 2 56 2 2
## [847,] 1 3 2 2 2 44 97 2
## [848,] 1 3 1 97 2 38 97 2
## [849,] 1 3 2 2 1 35 2 2
## [850,] 1 3 1 97 2 31 2 2
## [851,] 2 3 1 97 2 27 97 2
## [852,] 2 3 2 2 1 52 97 2
## [853,] 1 3 2 2 2 27 2 2
## [854,] 2 3 2 2 1 39 97 2
## [855,] 2 3 1 97 2 76 2 2
## [856,] 2 3 1 97 2 52 2 2
## [857,] 2 3 1 97 2 30 97 2
## [858,] 2 3 1 97 2 41 97 2
## [859,] 1 3 1 97 2 47 97 2
## [860,] 2 3 1 97 1 61 2 1
## [861,] 1 3 1 97 2 48 97 2
## [862,] 1 3 1 97 2 52 2 1
## [863,] 2 3 2 2 1 0 2 2
## [864,] 1 3 1 97 2 47 2 1
## [865,] 1 3 1 97 2 24 2 2
## [866,] 1 3 2 2 1 69 97 1
## [867,] 1 3 2 2 1 0 97 2
## [868,] 1 3 1 97 2 39 2 2
## [869,] 2 3 2 2 1 79 97 1
## [870,] 2 3 1 97 2 53 2 2
## [871,] 1 3 1 97 2 44 2 2
## [872,] 1 3 1 97 2 32 97 2
## [873,] 1 3 1 97 2 23 2 2
## [874,] 1 3 2 2 1 66 97 2
## [875,] 2 3 2 2 1 54 97 2
## [876,] 1 3 2 2 1 56 2 1
## [877,] 1 3 1 97 2 40 2 2
## [878,] 1 3 2 2 2 42 2 2
## [879,] 2 3 2 2 1 69 97 2
## [880,] 2 3 2 2 1 72 2 2
## [881,] 1 3 1 97 2 59 2 2
## [882,] 1 3 2 2 2 65 97 2
## [883,] 2 3 1 97 1 52 97 1
## [884,] 2 3 2 2 1 60 97 1
## [885,] 2 3 2 2 2 52 2 1
## [886,] 2 3 2 2 2 30 1 2
## [887,] 2 3 1 97 2 75 2 1
## [888,] 2 3 2 2 2 44 2 1
## [889,] 1 3 1 97 2 50 97 2
## [890,] 1 3 2 2 1 42 97 2
## [891,] 1 3 2 2 1 69 97 1
## [892,] 1 3 2 2 1 52 2 2
## [893,] 1 3 1 97 2 33 97 2
## [894,] 1 3 1 97 2 57 97 2
## [895,] 1 3 1 97 2 41 2 2
## [896,] 1 3 2 2 2 38 97 2
## [897,] 1 3 2 2 2 39 97 2
## [898,] 1 3 1 97 2 25 2 2
## [899,] 2 3 1 97 2 52 2 2
## [900,] 1 3 1 97 2 54 97 1
## [901,] 1 3 2 2 2 28 97 2
## [902,] 2 3 1 97 2 41 97 2
## [903,] 1 3 2 2 1 48 2 2
## [904,] 1 3 2 2 2 55 2 2
## [905,] 1 3 2 2 1 52 2 2
## [906,] 1 3 1 97 1 32 97 2
## [907,] 1 3 1 97 2 33 97 2
## [908,] 2 3 1 97 1 53 2 2
## [909,] 2 3 1 97 2 34 2 2
## [910,] 2 3 1 97 2 28 97 2
## [911,] 1 3 1 97 2 39 97 2
## [912,] 1 3 1 97 2 28 2 2
## [913,] 2 3 1 97 1 47 97 2
## [914,] 2 3 1 97 2 40 2 2
## [915,] 1 3 1 97 2 31 2 2
## COPD ASTHMA INMSUPR HIPERTENSION OTHER_DISEASE CARDIOVASCULAR OBESITY
## [1,] 2 2 2 1 2 2 2
## [2,] 2 2 2 1 2 2 1
## [3,] 2 2 2 2 2 2 2
## [4,] 2 2 2 2 2 2 2
## [5,] 2 2 2 1 2 2 2
## [6,] 2 2 2 2 2 2 2
## [7,] 2 2 2 2 2 2 2
## [8,] 2 2 1 1 2 2 2
## [9,] 2 2 2 1 2 2 1
## [10,] 2 2 2 2 2 2 2
## [11,] 2 2 2 2 2 2 2
## [12,] 2 2 2 2 2 2 2
## [13,] 2 2 2 2 2 2 2
## [14,] 2 2 2 2 2 2 2
## [15,] 2 2 2 2 2 2 2
## [16,] 2 2 2 2 2 2 2
## [17,] 2 2 2 1 2 2 2
## [18,] 2 2 2 2 2 2 2
## [19,] 2 2 2 2 2 2 2
## [20,] 2 2 2 2 2 2 2
## [21,] 2 2 2 2 2 2 2
## [22,] 2 2 2 2 2 2 2
## [23,] 2 2 2 2 2 2 2
## [24,] 2 2 2 2 2 2 2
## [25,] 2 2 2 2 2 2 2
## [26,] 2 2 2 2 2 2 2
## [27,] 2 2 2 2 2 2 2
## [28,] 2 2 2 2 2 2 2
## [29,] 2 2 2 2 2 2 2
## [30,] 2 2 2 2 2 2 2
## [31,] 2 2 2 2 2 2 2
## [32,] 2 2 2 2 2 2 2
## [33,] 2 2 2 2 2 2 2
## [34,] 2 2 2 2 2 2 2
## [35,] 2 2 2 2 2 2 2
## [36,] 2 2 2 2 2 2 2
## [37,] 2 2 2 2 2 2 2
## [38,] 2 2 2 2 2 1 1
## [39,] 2 1 2 2 1 1 2
## [40,] 2 2 2 2 2 2 2
## [41,] 2 2 2 2 2 2 2
## [42,] 2 2 2 2 2 2 2
## [43,] 2 2 2 2 2 2 2
## [44,] 2 2 2 2 2 2 2
## [45,] 2 2 2 2 2 2 2
## [46,] 2 2 2 2 2 2 2
## [47,] 2 2 2 2 2 2 2
## [48,] 2 2 2 2 2 2 2
## [49,] 2 1 2 2 2 2 2
## [50,] 2 2 2 2 2 2 2
## [51,] 2 2 2 2 2 2 2
## [52,] 1 2 2 2 2 2 2
## [53,] 2 2 2 2 2 2 2
## [54,] 2 2 2 2 2 2 2
## [55,] 2 2 2 1 2 2 1
## [56,] 2 2 2 2 2 2 2
## [57,] 2 2 2 1 2 1 1
## [58,] 2 2 2 2 2 2 2
## [59,] 2 2 2 2 2 2 2
## [60,] 2 2 2 2 2 2 2
## [61,] 2 2 2 2 2 2 2
## [62,] 2 2 2 2 2 2 2
## [63,] 2 2 2 2 2 2 2
## [64,] 2 2 2 2 2 2 2
## [65,] 2 2 2 2 1 2 2
## [66,] 2 2 2 2 2 2 1
## [67,] 2 2 2 2 2 2 2
## [68,] 2 2 2 2 2 2 2
## [69,] 2 2 2 2 2 2 1
## [70,] 2 2 2 2 2 2 2
## [71,] 2 2 2 2 2 2 2
## [72,] 2 2 2 2 2 2 2
## [73,] 2 2 2 1 2 2 2
## [74,] 2 2 2 2 2 2 2
## [75,] 2 2 2 2 2 2 2
## [76,] 2 2 2 2 2 2 2
## [77,] 2 2 2 2 2 2 2
## [78,] 2 2 2 2 2 2 2
## [79,] 2 2 2 2 2 2 2
## [80,] 2 2 2 2 2 2 2
## [81,] 2 2 2 2 2 2 2
## [82,] 2 2 2 2 2 2 2
## [83,] 2 2 2 1 2 2 2
## [84,] 2 2 2 2 2 2 2
## [85,] 2 2 2 2 2 2 2
## [86,] 2 2 2 2 2 2 2
## [87,] 2 2 2 2 2 2 2
## [88,] 2 2 2 1 2 2 2
## [89,] 2 2 2 2 2 2 2
## [90,] 2 2 2 2 2 2 2
## [91,] 2 2 2 2 2 2 2
## [92,] 2 2 2 2 2 2 2
## [93,] 2 2 2 2 2 2 2
## [94,] 2 2 2 2 2 2 2
## [95,] 2 2 2 2 2 2 2
## [96,] 2 2 2 2 2 2 2
## [97,] 2 2 2 2 2 2 2
## [98,] 2 2 2 2 2 2 2
## [99,] 2 2 2 2 2 2 2
## [100,] 2 2 2 2 2 2 2
## [101,] 2 2 2 2 2 2 2
## [102,] 2 2 2 2 2 2 2
## [103,] 2 2 2 2 2 2 2
## [104,] 2 2 2 2 2 2 2
## [105,] 2 2 2 2 2 2 2
## [106,] 2 2 2 2 2 2 2
## [107,] 2 2 2 1 2 2 2
## [108,] 2 2 2 2 2 2 2
## [109,] 2 2 2 2 2 2 2
## [110,] 2 2 2 2 2 2 2
## [111,] 2 2 2 2 2 2 2
## [112,] 2 1 2 2 2 2 2
## [113,] 2 2 2 2 2 2 2
## [114,] 2 2 2 2 2 2 2
## [115,] 2 2 2 2 2 2 2
## [116,] 2 2 2 2 2 2 2
## [117,] 2 2 2 1 2 2 2
## [118,] 2 2 2 1 2 2 2
## [119,] 2 2 2 2 2 2 2
## [120,] 2 2 2 2 2 2 2
## [121,] 2 2 2 2 2 2 2
## [122,] 2 2 2 2 2 2 2
## [123,] 2 2 2 2 2 2 2
## [124,] 2 2 2 2 2 2 2
## [125,] 2 2 2 2 2 2 2
## [126,] 2 2 2 2 2 2 2
## [127,] 2 2 2 2 2 2 2
## [128,] 2 2 2 2 2 2 2
## [129,] 2 2 2 2 2 2 2
## [130,] 2 2 2 2 2 2 2
## [131,] 2 2 2 2 2 2 2
## [132,] 2 2 2 2 2 2 2
## [133,] 2 2 2 2 2 2 2
## [134,] 2 2 2 2 2 2 2
## [135,] 2 2 2 2 2 2 2
## [136,] 2 2 2 2 2 2 2
## [137,] 2 2 2 1 2 2 2
## [138,] 2 2 2 2 2 2 2
## [139,] 2 2 2 1 2 2 2
## [140,] 2 2 2 2 2 2 2
## [141,] 2 2 2 2 2 2 2
## [142,] 2 2 2 2 2 2 2
## [143,] 2 2 2 2 2 2 1
## [144,] 2 2 2 2 2 2 2
## [145,] 2 2 2 2 2 2 2
## [146,] 2 2 2 2 2 2 2
## [147,] 2 2 2 2 2 2 1
## [148,] 2 2 2 2 2 2 2
## [149,] 2 2 2 2 2 2 2
## [150,] 2 2 2 2 2 2 2
## [151,] 2 2 2 2 2 2 2
## [152,] 2 2 2 2 2 2 2
## [153,] 2 2 2 2 2 2 2
## [154,] 2 2 2 2 2 2 2
## [155,] 2 2 2 2 2 2 2
## [156,] 2 2 2 2 2 1 2
## [157,] 2 2 2 2 2 2 2
## [158,] 2 2 2 2 2 2 2
## [159,] 2 2 2 2 2 2 2
## [160,] 2 2 2 2 2 2 2
## [161,] 2 2 2 2 2 2 2
## [162,] 2 2 2 2 2 2 2
## [163,] 2 2 2 2 1 1 2
## [164,] 2 2 2 2 2 2 2
## [165,] 2 2 1 2 2 2 2
## [166,] 2 2 2 2 2 2 2
## [167,] 2 2 2 2 2 2 2
## [168,] 2 2 2 1 2 2 2
## [169,] 2 2 2 2 2 2 2
## [170,] 2 2 2 2 2 2 2
## [171,] 2 2 2 2 2 2 2
## [172,] 2 2 2 2 2 1 2
## [173,] 2 2 2 2 2 2 2
## [174,] 2 2 2 2 2 2 2
## [175,] 2 2 2 2 2 2 2
## [176,] 2 2 2 2 2 2 2
## [177,] 2 1 2 2 2 2 2
## [178,] 2 2 2 2 2 2 2
## [179,] 2 2 2 2 2 2 2
## [180,] 2 2 2 2 2 2 2
## [181,] 2 2 2 2 2 2 2
## [182,] 2 2 2 2 2 2 2
## [183,] 2 2 2 2 2 2 2
## [184,] 2 2 2 2 2 2 2
## [185,] 2 2 2 2 2 2 2
## [186,] 2 2 2 2 2 2 2
## [187,] 2 2 2 2 2 2 2
## [188,] 2 1 2 2 2 2 2
## [189,] 2 2 2 2 2 2 2
## [190,] 2 2 2 2 2 2 2
## [191,] 2 2 1 2 1 1 2
## [192,] 2 2 2 2 2 2 2
## [193,] 2 2 2 2 2 2 2
## [194,] 2 2 2 2 2 2 2
## [195,] 2 2 2 2 2 2 2
## [196,] 2 2 2 2 2 2 2
## [197,] 2 2 2 2 2 2 2
## [198,] 2 2 2 2 2 2 2
## [199,] 2 2 2 2 2 2 2
## [200,] 2 2 2 2 2 2 2
## [201,] 2 2 2 2 2 2 2
## [202,] 2 2 2 2 2 2 2
## [203,] 2 2 2 2 2 2 2
## [204,] 2 2 2 2 2 2 2
## [205,] 2 2 2 2 2 2 2
## [206,] 2 2 2 2 2 2 2
## [207,] 2 2 2 2 2 2 2
## [208,] 2 2 2 2 2 2 2
## [209,] 2 2 2 2 2 2 2
## [210,] 2 2 2 2 2 2 2
## [211,] 2 1 2 2 2 2 1
## [212,] 2 2 2 2 2 2 2
## [213,] 2 2 2 2 2 2 2
## [214,] 2 2 2 1 2 2 2
## [215,] 2 2 2 1 2 2 2
## [216,] 2 2 2 2 2 2 2
## [217,] 2 2 2 2 2 2 2
## [218,] 2 2 2 1 2 2 1
## [219,] 2 2 2 2 2 2 2
## [220,] 2 2 2 2 2 2 2
## [221,] 2 2 2 2 2 2 2
## [222,] 2 2 2 2 2 2 2
## [223,] 2 2 2 1 2 2 2
## [224,] 2 2 2 2 2 2 2
## [225,] 2 2 2 1 2 2 2
## [226,] 2 2 2 2 2 2 2
## [227,] 2 2 2 1 2 2 2
## [228,] 2 2 2 2 2 2 2
## [229,] 2 2 2 2 2 2 2
## [230,] 2 2 2 1 2 2 2
## [231,] 2 2 2 2 2 2 2
## [232,] 2 2 2 2 2 2 2
## [233,] 2 2 2 2 2 2 2
## [234,] 2 2 2 2 2 2 2
## [235,] 2 2 2 2 2 2 2
## [236,] 2 2 2 1 2 2 2
## [237,] 2 2 2 2 2 2 2
## [238,] 2 2 2 2 2 2 2
## [239,] 2 2 2 2 2 2 2
## [240,] 2 2 2 2 2 2 2
## [241,] 2 2 2 2 2 2 2
## [242,] 2 2 2 2 2 2 2
## [243,] 2 2 2 2 2 2 2
## [244,] 2 2 2 2 2 2 2
## [245,] 2 2 2 2 2 2 2
## [246,] 2 2 2 2 2 2 2
## [247,] 2 2 2 2 2 2 2
## [248,] 2 2 2 2 2 2 2
## [249,] 2 2 2 1 2 2 2
## [250,] 2 2 2 1 2 2 2
## [251,] 2 2 2 2 2 2 2
## [252,] 2 2 2 2 2 2 2
## [253,] 2 2 2 2 2 2 2
## [254,] 2 2 2 1 2 2 2
## [255,] 2 2 2 2 2 2 2
## [256,] 2 2 2 2 2 2 2
## [257,] 2 2 2 2 2 2 2
## [258,] 2 2 2 2 2 2 2
## [259,] 2 2 2 2 2 2 2
## [260,] 2 2 2 1 2 2 2
## [261,] 2 2 2 2 2 2 2
## [262,] 2 2 2 2 2 2 2
## [263,] 2 1 2 2 2 2 2
## [264,] 2 2 2 1 2 2 2
## [265,] 2 2 2 2 2 2 2
## [266,] 2 2 2 2 2 2 2
## [267,] 2 2 2 1 2 2 2
## [268,] 2 2 2 2 2 2 2
## [269,] 2 2 2 2 2 2 2
## [270,] 2 2 2 2 2 2 2
## [271,] 2 2 2 2 2 2 2
## [272,] 2 2 2 2 2 2 2
## [273,] 2 2 2 2 2 2 2
## [274,] 2 2 2 2 2 2 2
## [275,] 2 2 2 1 2 2 2
## [276,] 2 2 2 1 2 2 2
## [277,] 2 2 2 2 2 2 2
## [278,] 2 2 2 2 2 2 2
## [279,] 2 2 2 2 2 2 2
## [280,] 2 2 2 2 2 2 2
## [281,] 2 2 2 2 2 2 2
## [282,] 2 2 2 1 2 2 2
## [283,] 2 2 2 2 2 2 2
## [284,] 2 2 2 2 2 2 2
## [285,] 2 2 2 2 2 2 2
## [286,] 2 2 2 2 2 2 2
## [287,] 2 2 2 2 2 2 2
## [288,] 2 2 2 2 2 2 2
## [289,] 2 2 2 2 2 2 2
## [290,] 2 2 2 2 2 2 2
## [291,] 2 2 2 2 2 2 2
## [292,] 2 2 2 2 2 2 2
## [293,] 2 2 2 2 2 2 2
## [294,] 2 2 2 2 2 2 1
## [295,] 2 2 2 2 2 2 2
## [296,] 2 2 2 2 2 2 2
## [297,] 2 2 2 2 2 2 1
## [298,] 2 2 2 2 2 2 2
## [299,] 2 2 2 2 2 2 2
## [300,] 2 2 2 1 2 2 2
## [301,] 1 2 2 2 2 1 2
## [302,] 2 2 2 2 2 2 2
## [303,] 2 2 2 1 2 2 2
## [304,] 2 2 2 2 2 2 2
## [305,] 2 2 2 1 2 2 2
## [306,] 2 2 2 1 2 2 1
## [307,] 2 2 2 2 2 2 2
## [308,] 2 2 2 1 2 1 1
## [309,] 2 2 2 1 2 2 1
## [310,] 2 2 2 2 1 2 2
## [311,] 2 2 2 2 2 2 2
## [312,] 2 2 2 2 2 2 2
## [313,] 2 2 2 2 2 2 2
## [314,] 2 2 2 2 1 2 2
## [315,] 1 2 2 1 2 2 1
## [316,] 1 2 2 1 2 2 1
## [317,] 2 2 2 2 2 2 2
## [318,] 1 2 2 2 2 2 2
## [319,] 2 2 2 2 2 2 2
## [320,] 2 2 2 1 2 2 2
## [321,] 2 2 2 1 2 2 1
## [322,] 2 2 2 1 2 2 2
## [323,] 2 2 2 1 2 1 2
## [324,] 1 2 2 1 2 2 1
## [325,] 2 2 2 1 2 2 2
## [326,] 2 2 2 1 2 2 1
## [327,] 2 2 2 2 2 2 1
## [328,] 2 2 2 2 2 2 2
## [329,] 1 2 2 1 98 2 1
## [330,] 2 2 2 1 2 1 2
## [331,] 1 2 2 1 2 2 2
## [332,] 2 2 2 1 2 2 2
## [333,] 2 2 2 1 2 1 2
## [334,] 2 2 2 2 2 2 2
## [335,] 2 2 2 2 1 98 1
## [336,] 2 2 1 2 2 2 2
## [337,] 2 2 2 1 2 2 2
## [338,] 1 2 2 1 2 2 2
## [339,] 2 2 2 1 2 1 2
## [340,] 2 2 2 1 2 2 2
## [341,] 2 2 2 2 2 2 1
## [342,] 2 2 2 1 2 2 2
## [343,] 2 2 2 2 2 2 2
## [344,] 2 2 2 2 2 2 2
## [345,] 2 2 2 1 2 2 2
## [346,] 2 2 2 2 2 2 1
## [347,] 2 2 2 1 2 2 2
## [348,] 2 2 2 2 2 2 2
## [349,] 1 2 2 1 2 2 2
## [350,] 2 2 2 2 2 2 2
## [351,] 2 2 2 2 2 2 2
## [352,] 2 2 2 2 2 1 1
## [353,] 2 2 2 1 1 1 2
## [354,] 2 2 2 1 2 2 2
## [355,] 2 2 2 1 2 2 2
## [356,] 1 2 2 2 2 2 2
## [357,] 2 2 2 2 2 2 1
## [358,] 2 2 2 1 2 2 2
## [359,] 2 2 2 2 2 2 2
## [360,] 2 2 2 1 2 2 2
## [361,] 2 2 2 1 2 1 2
## [362,] 2 2 2 1 2 2 2
## [363,] 2 2 2 2 2 2 2
## [364,] 2 2 2 1 1 1 2
## [365,] 2 2 2 2 2 2 2
## [366,] 2 2 2 1 2 2 2
## [367,] 2 2 2 2 2 2 2
## [368,] 2 2 2 2 1 2 2
## [369,] 2 2 2 1 2 2 2
## [370,] 2 2 2 1 2 2 1
## [371,] 2 2 2 2 2 2 1
## [372,] 2 2 2 2 2 2 1
## [373,] 2 2 2 2 2 2 2
## [374,] 2 2 2 2 2 2 2
## [375,] 2 2 2 2 2 2 1
## [376,] 2 2 2 2 2 2 2
## [377,] 2 2 2 1 2 2 2
## [378,] 2 2 2 2 2 2 2
## [379,] 2 2 2 1 2 2 2
## [380,] 2 2 2 1 2 2 2
## [381,] 2 2 2 2 2 2 2
## [382,] 2 2 2 1 2 1 1
## [383,] 2 2 2 2 2 2 2
## [384,] 2 2 2 2 2 2 2
## [385,] 2 2 2 2 2 2 1
## [386,] 1 2 2 1 2 2 1
## [387,] 2 2 2 2 2 2 1
## [388,] 2 2 2 1 2 2 2
## [389,] 2 2 2 1 2 2 2
## [390,] 1 2 2 1 1 1 1
## [391,] 2 2 2 1 2 2 2
## [392,] 2 2 2 2 2 2 2
## [393,] 2 2 2 2 2 2 2
## [394,] 2 2 1 1 2 1 2
## [395,] 2 2 2 2 2 2 1
## [396,] 2 2 2 2 2 2 2
## [397,] 2 2 2 2 2 2 2
## [398,] 2 2 2 2 2 2 2
## [399,] 2 2 2 1 2 2 2
## [400,] 2 2 2 2 2 2 2
## [401,] 2 2 2 2 2 2 2
## [402,] 2 2 2 1 2 1 1
## [403,] 2 2 2 1 2 2 2
## [404,] 1 2 2 2 2 2 2
## [405,] 2 2 2 2 2 2 2
## [406,] 2 2 2 1 2 2 2
## [407,] 2 2 2 1 2 2 1
## [408,] 2 2 2 1 2 2 1
## [409,] 2 2 2 1 2 2 1
## [410,] 2 2 2 2 2 2 2
## [411,] 2 2 2 1 2 1 1
## [412,] 2 2 2 2 2 2 1
## [413,] 2 2 2 1 2 2 2
## [414,] 2 2 2 2 2 2 2
## [415,] 2 2 98 1 1 2 2
## [416,] 2 2 2 2 2 2 2
## [417,] 2 2 2 1 2 2 2
## [418,] 2 1 1 2 2 1 2
## [419,] 2 2 2 1 2 1 2
## [420,] 2 2 2 2 2 2 1
## [421,] 2 2 2 1 2 2 2
## [422,] 2 2 2 1 2 2 2
## [423,] 2 2 2 2 2 2 2
## [424,] 2 2 2 2 2 2 2
## [425,] 2 2 2 2 2 2 1
## [426,] 2 2 98 98 2 2 1
## [427,] 2 2 1 1 1 2 1
## [428,] 2 2 2 2 2 2 2
## [429,] 2 2 2 2 2 2 2
## [430,] 2 2 2 1 2 1 2
## [431,] 2 2 2 1 2 2 2
## [432,] 2 2 2 2 2 2 2
## [433,] 1 2 2 1 2 1 2
## [434,] 2 2 2 2 2 2 2
## [435,] 2 2 2 1 2 2 2
## [436,] 2 2 2 1 2 2 2
## [437,] 2 2 2 2 2 2 1
## [438,] 2 2 2 1 2 2 2
## [439,] 2 2 2 2 2 2 2
## [440,] 2 2 2 2 2 2 2
## [441,] 2 2 2 2 2 2 2
## [442,] 2 2 2 1 2 2 2
## [443,] 2 2 2 2 2 2 1
## [444,] 2 2 1 1 2 2 2
## [445,] 2 2 1 1 2 2 2
## [446,] 2 2 2 1 2 2 2
## [447,] 2 2 2 2 2 2 1
## [448,] 2 2 2 1 2 2 2
## [449,] 2 2 2 1 2 2 1
## [450,] 2 2 2 2 2 2 2
## [451,] 2 2 2 1 2 2 1
## [452,] 2 2 2 1 2 2 2
## [453,] 2 2 2 2 2 2 2
## [454,] 2 2 2 2 2 2 2
## [455,] 2 2 2 1 2 1 2
## [456,] 2 2 2 2 2 2 1
## [457,] 2 2 2 2 2 2 2
## [458,] 2 2 2 1 2 2 1
## [459,] 2 2 2 2 2 2 2
## [460,] 2 2 2 1 2 2 2
## [461,] 2 2 2 1 2 2 1
## [462,] 2 2 2 1 1 2 2
## [463,] 2 2 2 2 2 2 2
## [464,] 2 2 2 2 2 2 2
## [465,] 2 2 2 1 2 2 2
## [466,] 2 2 2 2 2 2 2
## [467,] 2 2 2 2 2 2 2
## [468,] 2 2 2 2 2 2 2
## [469,] 2 2 2 1 2 2 2
## [470,] 2 2 2 1 2 2 2
## [471,] 2 2 2 2 2 2 2
## [472,] 2 2 2 2 2 2 2
## [473,] 2 2 2 2 2 2 2
## [474,] 2 2 2 1 2 1 2
## [475,] 2 2 2 2 1 2 2
## [476,] 2 2 2 2 2 2 2
## [477,] 2 2 2 1 2 2 2
## [478,] 2 2 2 1 2 2 1
## [479,] 2 2 2 2 2 2 2
## [480,] 2 2 2 1 2 2 2
## [481,] 2 2 2 2 2 2 2
## [482,] 2 2 2 2 2 2 2
## [483,] 2 2 2 1 2 2 2
## [484,] 2 2 2 2 2 2 2
## [485,] 2 2 2 2 2 2 2
## [486,] 2 2 2 2 2 2 2
## [487,] 2 2 2 2 2 2 2
## [488,] 2 2 1 1 1 1 2
## [489,] 2 2 2 2 2 2 2
## [490,] 2 2 2 2 2 2 2
## [491,] 2 2 2 2 2 2 2
## [492,] 2 2 2 1 2 2 2
## [493,] 2 2 2 2 2 2 1
## [494,] 2 2 2 2 2 2 1
## [495,] 2 2 2 1 2 2 1
## [496,] 1 2 1 1 2 2 1
## [497,] 2 2 1 2 1 2 2
## [498,] 2 2 2 2 1 2 1
## [499,] 2 1 2 1 2 2 2
## [500,] 2 2 2 1 2 2 1
## [501,] 2 2 2 1 2 2 2
## [502,] 1 2 2 1 2 2 1
## [503,] 2 2 2 2 2 2 2
## [504,] 2 2 2 1 2 2 2
## [505,] 2 2 2 1 2 2 2
## [506,] 2 2 2 1 2 2 1
## [507,] 2 2 2 2 2 2 2
## [508,] 2 2 2 2 2 2 2
## [509,] 2 2 2 1 2 2 2
## [510,] 2 2 2 2 2 2 2
## [511,] 2 2 2 2 2 2 2
## [512,] 2 2 2 1 2 2 2
## [513,] 2 2 2 2 2 2 2
## [514,] 2 2 2 1 2 2 2
## [515,] 2 2 2 1 2 2 2
## [516,] 2 2 2 2 2 2 1
## [517,] 2 2 2 2 2 2 2
## [518,] 2 2 2 1 2 2 2
## [519,] 2 2 2 1 2 2 2
## [520,] 2 2 2 1 1 1 1
## [521,] 2 2 2 1 2 2 1
## [522,] 2 2 2 2 2 2 2
## [523,] 2 2 2 2 2 2 2
## [524,] 2 2 2 1 2 2 2
## [525,] 2 2 2 2 2 2 2
## [526,] 2 2 2 2 2 2 1
## [527,] 2 2 2 1 2 2 2
## [528,] 2 2 2 2 2 2 2
## [529,] 2 2 2 2 2 2 2
## [530,] 2 2 2 2 2 2 2
## [531,] 2 2 2 1 2 2 1
## [532,] 2 2 2 2 2 2 2
## [533,] 2 2 2 2 2 2 2
## [534,] 2 2 2 2 2 2 2
## [535,] 2 2 2 2 2 2 1
## [536,] 2 2 2 2 2 2 1
## [537,] 2 2 2 1 2 2 2
## [538,] 1 1 2 1 2 2 1
## [539,] 2 2 2 2 2 2 1
## [540,] 2 2 2 2 2 2 1
## [541,] 2 2 2 2 2 2 2
## [542,] 2 2 2 2 2 2 2
## [543,] 2 2 2 1 2 2 2
## [544,] 2 2 2 1 2 2 2
## [545,] 2 2 2 2 2 2 2
## [546,] 2 2 2 1 2 2 2
## [547,] 2 2 2 2 2 2 2
## [548,] 2 2 2 2 2 2 1
## [549,] 2 2 2 1 2 2 2
## [550,] 2 2 2 2 2 1 1
## [551,] 2 2 2 1 2 2 2
## [552,] 2 2 2 2 2 2 2
## [553,] 2 2 2 1 2 2 1
## [554,] 2 2 2 2 2 2 2
## [555,] 2 2 1 2 1 1 2
## [556,] 2 2 2 1 2 2 1
## [557,] 2 2 2 1 2 1 1
## [558,] 2 2 2 2 2 2 2
## [559,] 2 2 2 1 2 2 2
## [560,] 2 2 2 1 2 2 1
## [561,] 2 2 2 1 2 2 2
## [562,] 2 2 2 1 2 2 2
## [563,] 2 2 2 1 2 2 2
## [564,] 2 2 2 2 2 2 2
## [565,] 2 2 2 1 2 1 1
## [566,] 2 2 2 2 2 2 2
## [567,] 2 2 2 2 2 2 2
## [568,] 2 2 2 2 2 2 2
## [569,] 2 2 2 2 2 2 2
## [570,] 2 2 2 1 2 2 1
## [571,] 2 2 1 1 2 1 1
## [572,] 2 2 2 2 1 2 2
## [573,] 2 2 2 2 2 2 2
## [574,] 2 2 2 2 2 2 2
## [575,] 1 1 2 1 2 2 2
## [576,] 2 2 2 2 2 2 1
## [577,] 2 2 2 1 2 2 2
## [578,] 2 2 1 1 1 1 2
## [579,] 2 2 2 1 2 2 2
## [580,] 2 2 1 2 2 2 2
## [581,] 2 2 2 2 2 2 2
## [582,] 2 2 2 2 2 2 2
## [583,] 2 2 2 2 2 2 2
## [584,] 2 2 2 2 2 2 2
## [585,] 2 2 2 2 2 2 2
## [586,] 2 2 2 1 2 2 2
## [587,] 2 2 2 2 2 2 2
## [588,] 2 2 2 2 2 2 2
## [589,] 2 2 2 2 2 2 2
## [590,] 2 2 2 1 2 2 2
## [591,] 2 2 2 1 2 2 2
## [592,] 2 2 2 2 2 2 1
## [593,] 2 2 2 2 2 2 2
## [594,] 2 2 2 1 2 2 2
## [595,] 2 2 2 1 2 2 1
## [596,] 2 2 2 2 2 2 2
## [597,] 2 2 2 1 2 2 2
## [598,] 2 2 2 1 2 2 1
## [599,] 2 2 2 1 2 2 2
## [600,] 2 2 2 1 2 2 2
## [601,] 2 2 2 2 2 2 2
## [602,] 2 2 2 1 2 2 2
## [603,] 2 2 2 1 2 2 2
## [604,] 2 2 2 2 2 2 2
## [605,] 2 2 2 2 2 2 2
## [606,] 2 2 2 2 2 2 2
## [607,] 2 2 2 2 2 2 2
## [608,] 2 2 2 1 1 1 1
## [609,] 2 2 2 2 2 2 2
## [610,] 2 2 2 2 2 2 2
## [611,] 2 2 2 1 2 2 2
## [612,] 2 2 2 2 2 2 1
## [613,] 2 2 2 1 2 1 2
## [614,] 2 2 2 2 2 2 1
## [615,] 2 2 2 2 2 2 2
## [616,] 2 2 2 1 2 2 2
## [617,] 2 2 2 2 2 2 2
## [618,] 2 2 2 2 2 2 2
## [619,] 2 2 2 2 2 2 2
## [620,] 2 2 2 2 2 2 2
## [621,] 2 2 2 2 2 2 2
## [622,] 2 2 2 2 2 2 2
## [623,] 2 2 2 2 2 2 2
## [624,] 2 2 2 2 2 2 2
## [625,] 2 2 2 2 2 1 2
## [626,] 2 2 2 1 2 2 2
## [627,] 2 2 2 1 2 2 2
## [628,] 2 2 2 2 2 2 2
## [629,] 2 2 2 2 2 2 1
## [630,] 2 2 2 2 2 2 2
## [631,] 2 2 2 1 2 2 1
## [632,] 2 2 2 2 2 2 2
## [633,] 2 2 2 2 2 2 2
## [634,] 2 2 2 1 1 2 2
## [635,] 2 2 2 2 2 2 2
## [636,] 2 2 2 1 2 2 2
## [637,] 2 2 2 1 2 2 2
## [638,] 2 2 2 2 2 2 2
## [639,] 2 2 2 2 2 2 2
## [640,] 2 2 2 2 2 2 2
## [641,] 2 2 2 2 2 2 2
## [642,] 2 2 2 2 2 2 2
## [643,] 2 2 2 1 2 2 2
## [644,] 2 2 2 2 2 2 2
## [645,] 1 2 2 2 2 2 2
## [646,] 2 2 2 1 2 2 2
## [647,] 2 2 2 1 2 2 2
## [648,] 2 2 1 2 2 2 2
## [649,] 1 2 2 1 2 2 1
## [650,] 2 2 2 2 2 2 2
## [651,] 2 2 2 2 2 2 2
## [652,] 2 2 2 2 2 2 2
## [653,] 2 2 2 1 2 2 2
## [654,] 2 2 1 1 1 2 2
## [655,] 2 2 2 1 2 2 1
## [656,] 2 2 2 2 2 2 2
## [657,] 2 2 2 2 2 1 2
## [658,] 2 2 2 2 2 2 2
## [659,] 2 2 2 2 2 2 2
## [660,] 2 2 2 1 2 2 1
## [661,] 2 2 2 1 2 2 1
## [662,] 2 2 2 2 2 2 2
## [663,] 2 2 1 1 2 1 2
## [664,] 2 2 2 2 2 2 2
## [665,] 2 2 2 2 2 2 2
## [666,] 2 2 2 2 2 2 2
## [667,] 1 2 2 2 1 2 2
## [668,] 2 2 2 2 2 2 2
## [669,] 2 2 2 2 2 2 2
## [670,] 2 2 2 1 2 2 2
## [671,] 2 2 2 1 2 2 1
## [672,] 2 2 2 2 2 2 2
## [673,] 2 2 2 2 2 2 2
## [674,] 2 2 2 2 2 2 1
## [675,] 2 2 2 2 2 2 2
## [676,] 2 2 2 2 2 2 2
## [677,] 2 2 2 2 2 2 1
## [678,] 2 2 2 2 2 2 2
## [679,] 2 2 2 1 2 2 2
## [680,] 2 2 2 2 2 2 1
## [681,] 2 2 2 1 2 2 2
## [682,] 2 2 2 1 2 2 2
## [683,] 1 2 2 2 2 2 2
## [684,] 2 2 2 2 2 2 2
## [685,] 2 2 2 2 2 2 2
## [686,] 2 1 2 1 1 2 1
## [687,] 2 2 2 2 2 2 2
## [688,] 2 2 2 2 2 2 2
## [689,] 2 2 2 2 2 1 1
## [690,] 2 2 2 2 2 2 1
## [691,] 1 2 2 2 2 2 2
## [692,] 2 2 2 2 2 2 2
## [693,] 2 2 2 1 2 2 2
## [694,] 2 2 2 2 98 2 2
## [695,] 2 2 2 2 2 2 2
## [696,] 2 2 2 2 2 2 2
## [697,] 2 2 2 2 2 2 2
## [698,] 2 2 2 1 2 2 2
## [699,] 2 2 2 2 2 2 2
## [700,] 2 2 2 2 2 2 2
## [701,] 2 2 2 2 2 2 2
## [702,] 2 2 2 2 2 2 2
## [703,] 2 2 2 2 2 2 2
## [704,] 2 2 2 2 2 2 2
## [705,] 2 2 2 2 2 2 2
## [706,] 2 2 2 1 2 2 2
## [707,] 2 2 2 2 2 2 2
## [708,] 2 2 2 2 2 2 2
## [709,] 2 2 2 2 2 2 2
## [710,] 2 2 2 1 2 2 2
## [711,] 2 2 2 2 2 2 2
## [712,] 2 2 1 2 2 2 2
## [713,] 2 2 2 2 2 2 2
## [714,] 2 2 2 1 2 2 2
## [715,] 1 2 2 1 1 1 1
## [716,] 2 2 2 1 2 2 2
## [717,] 2 2 2 2 2 2 2
## [718,] 2 2 1 1 2 2 2
## [719,] 2 2 2 2 2 2 2
## [720,] 2 2 2 1 2 2 2
## [721,] 2 2 2 2 2 2 2
## [722,] 2 2 2 2 2 2 1
## [723,] 2 2 2 1 2 2 2
## [724,] 2 2 2 2 2 2 2
## [725,] 1 2 2 2 2 1 2
## [726,] 2 2 2 1 2 2 2
## [727,] 2 2 2 1 2 2 2
## [728,] 2 2 2 1 2 2 2
## [729,] 2 2 2 2 2 2 2
## [730,] 2 2 2 1 2 2 2
## [731,] 2 2 2 1 2 2 2
## [732,] 2 2 2 2 2 2 2
## [733,] 2 2 2 2 2 2 2
## [734,] 2 2 2 2 2 2 2
## [735,] 2 2 2 1 2 2 2
## [736,] 2 2 2 2 2 2 2
## [737,] 2 2 2 2 2 2 2
## [738,] 2 2 2 1 2 2 2
## [739,] 2 2 2 2 2 2 2
## [740,] 2 2 2 2 2 2 2
## [741,] 2 2 2 2 2 2 2
## [742,] 2 2 2 2 2 2 2
## [743,] 1 2 1 1 1 2 1
## [744,] 2 2 2 1 2 2 2
## [745,] 2 2 2 2 2 2 2
## [746,] 2 2 2 1 2 2 2
## [747,] 2 2 2 2 2 2 2
## [748,] 2 2 2 2 2 2 2
## [749,] 2 2 2 1 2 1 2
## [750,] 2 2 2 2 2 2 2
## [751,] 2 2 2 2 2 2 2
## [752,] 2 2 2 2 2 2 2
## [753,] 2 2 2 2 2 2 1
## [754,] 2 2 2 2 2 2 2
## [755,] 2 2 2 2 2 2 2
## [756,] 2 2 2 2 2 2 2
## [757,] 2 2 2 1 2 1 1
## [758,] 2 2 2 2 2 2 2
## [759,] 2 2 2 2 2 2 2
## [760,] 2 2 2 1 2 2 1
## [761,] 2 2 2 2 2 2 2
## [762,] 2 2 1 2 1 2 2
## [763,] 2 2 2 2 2 2 2
## [764,] 2 2 2 2 2 2 2
## [765,] 2 2 2 1 2 2 1
## [766,] 2 2 1 2 1 2 2
## [767,] 2 1 2 1 2 2 1
## [768,] 2 2 2 1 2 2 2
## [769,] 2 2 2 1 2 2 2
## [770,] 2 2 2 2 2 2 2
## [771,] 2 2 2 2 2 2 2
## [772,] 2 2 2 2 2 2 2
## [773,] 2 2 2 2 2 2 2
## [774,] 2 2 2 2 2 2 2
## [775,] 2 2 2 2 2 2 2
## [776,] 2 2 2 2 2 2 1
## [777,] 2 2 2 2 2 2 2
## [778,] 2 2 2 2 2 2 2
## [779,] 2 2 2 1 2 2 2
## [780,] 2 2 1 2 1 2 2
## [781,] 2 2 2 2 2 2 2
## [782,] 2 2 2 2 2 2 1
## [783,] 2 2 2 1 2 2 1
## [784,] 2 2 2 2 2 2 1
## [785,] 2 2 2 2 2 2 2
## [786,] 2 2 2 2 2 2 2
## [787,] 2 2 2 2 2 2 2
## [788,] 2 1 2 2 2 2 2
## [789,] 2 2 2 1 2 2 2
## [790,] 2 2 2 2 2 2 1
## [791,] 2 2 2 2 2 2 1
## [792,] 2 2 2 1 2 2 1
## [793,] 2 2 2 1 2 1 2
## [794,] 2 2 2 1 2 1 1
## [795,] 2 2 2 2 2 2 1
## [796,] 2 2 2 2 2 2 2
## [797,] 2 2 2 2 2 2 2
## [798,] 2 2 2 2 2 2 2
## [799,] 2 1 2 2 2 2 2
## [800,] 1 2 2 2 2 2 2
## [801,] 2 2 2 2 2 2 2
## [802,] 2 2 2 2 2 2 2
## [803,] 2 2 2 1 2 2 2
## [804,] 2 2 2 2 2 2 1
## [805,] 2 2 2 2 2 2 2
## [806,] 2 2 2 2 2 2 2
## [807,] 2 2 2 2 2 2 2
## [808,] 2 98 2 1 2 2 2
## [809,] 2 2 2 1 2 2 2
## [810,] 2 2 2 2 2 2 2
## [811,] 2 2 2 2 2 2 2
## [812,] 2 2 2 2 2 2 2
## [813,] 2 2 2 2 2 2 2
## [814,] 2 2 2 2 2 2 2
## [815,] 2 2 2 2 2 2 2
## [816,] 2 2 2 2 2 2 2
## [817,] 2 1 2 2 2 2 2
## [818,] 2 2 2 2 2 2 2
## [819,] 2 2 2 2 2 2 2
## [820,] 2 2 2 1 2 2 1
## [821,] 2 2 2 2 2 2 2
## [822,] 2 2 2 2 2 2 2
## [823,] 2 2 2 2 2 2 1
## [824,] 2 2 1 2 2 2 2
## [825,] 2 2 2 2 2 2 1
## [826,] 2 2 2 2 2 2 2
## [827,] 2 2 2 2 2 2 2
## [828,] 2 2 2 2 2 2 2
## [829,] 2 2 2 1 2 2 2
## [830,] 2 2 2 2 2 2 2
## [831,] 2 2 2 1 2 2 1
## [832,] 2 2 2 2 2 2 2
## [833,] 2 2 2 2 2 2 1
## [834,] 2 2 2 2 2 2 2
## [835,] 2 2 1 1 2 2 1
## [836,] 2 2 2 2 2 2 2
## [837,] 2 2 2 2 1 2 2
## [838,] 2 2 2 1 2 2 2
## [839,] 2 1 2 2 2 2 2
## [840,] 2 2 2 2 2 2 2
## [841,] 2 2 2 2 2 2 2
## [842,] 2 2 2 2 2 2 2
## [843,] 2 2 2 2 2 2 2
## [844,] 2 2 2 2 2 2 2
## [845,] 2 2 2 2 2 2 2
## [846,] 2 2 2 1 2 2 2
## [847,] 2 2 2 2 2 2 2
## [848,] 2 2 2 2 2 2 2
## [849,] 2 2 2 2 2 2 2
## [850,] 2 2 2 2 2 2 2
## [851,] 2 2 2 2 2 2 1
## [852,] 2 2 2 2 2 2 2
## [853,] 2 2 2 2 2 2 2
## [854,] 2 2 2 2 2 2 1
## [855,] 2 2 2 1 2 2 2
## [856,] 2 2 2 2 2 2 1
## [857,] 2 2 2 2 2 2 2
## [858,] 2 2 2 2 2 2 2
## [859,] 2 2 2 2 2 2 2
## [860,] 2 2 2 1 2 2 2
## [861,] 2 2 2 2 2 2 2
## [862,] 2 2 2 2 2 2 2
## [863,] 2 2 2 2 2 2 2
## [864,] 2 2 2 1 2 2 1
## [865,] 2 2 2 2 2 2 1
## [866,] 2 2 2 1 2 1 1
## [867,] 2 2 2 2 2 2 2
## [868,] 2 2 2 2 2 2 1
## [869,] 2 2 2 1 2 2 2
## [870,] 2 2 2 1 2 2 2
## [871,] 2 2 2 2 2 2 2
## [872,] 2 2 2 2 2 2 2
## [873,] 2 2 2 2 2 2 2
## [874,] 2 2 2 2 2 2 1
## [875,] 2 2 2 2 2 1 2
## [876,] 2 2 2 2 2 2 1
## [877,] 2 1 2 2 2 2 2
## [878,] 2 2 2 2 2 2 2
## [879,] 2 2 2 2 2 2 2
## [880,] 1 2 2 2 2 2 1
## [881,] 2 2 2 2 2 2 2
## [882,] 2 2 2 2 2 2 2
## [883,] 2 2 1 1 1 2 2
## [884,] 2 2 2 1 2 2 2
## [885,] 2 2 2 1 2 1 2
## [886,] 2 2 2 2 2 2 2
## [887,] 2 2 2 2 2 2 2
## [888,] 2 2 2 1 2 2 2
## [889,] 2 2 2 2 2 2 2
## [890,] 2 2 2 2 2 2 2
## [891,] 2 2 2 1 2 2 2
## [892,] 2 2 2 2 2 2 2
## [893,] 2 2 2 2 2 2 2
## [894,] 2 2 2 2 2 2 2
## [895,] 2 2 2 2 2 2 2
## [896,] 2 2 2 2 2 2 2
## [897,] 2 2 2 2 2 2 2
## [898,] 2 2 2 2 2 2 2
## [899,] 2 1 2 2 2 2 2
## [900,] 2 2 2 1 2 2 2
## [901,] 2 2 2 2 2 2 2
## [902,] 2 2 2 2 2 2 2
## [903,] 2 2 2 2 2 2 2
## [904,] 2 1 2 2 2 2 1
## [905,] 2 2 2 2 2 2 2
## [906,] 2 2 2 2 2 2 2
## [907,] 2 2 2 2 2 2 2
## [908,] 2 2 2 2 2 2 2
## [909,] 2 2 2 2 2 2 2
## [910,] 2 2 2 2 2 2 2
## [911,] 2 2 2 2 2 2 2
## [912,] 2 2 2 2 2 2 2
## [913,] 2 2 2 2 2 2 2
## [914,] 2 2 2 2 2 2 2
## [915,] 2 2 2 2 2 2 2
## RENAL_CHRONIC TOBACCO CLASIFFICATION_FINAL ICU
## [1,] 2 2 3 97
## [2,] 1 2 5 97
## [3,] 2 2 3 2
## [4,] 2 2 7 97
## [5,] 2 2 3 97
## [6,] 2 2 3 2
## [7,] 2 2 3 97
## [8,] 1 2 3 97
## [9,] 2 2 3 2
## [10,] 2 2 3 2
## [11,] 2 2 3 97
## [12,] 2 2 3 2
## [13,] 2 2 3 2
## [14,] 2 2 3 97
## [15,] 2 2 3 97
## [16,] 2 2 3 97
## [17,] 2 2 3 1
## [18,] 2 2 3 97
## [19,] 2 2 3 97
## [20,] 2 2 3 97
## [21,] 2 1 3 1
## [22,] 2 2 3 97
## [23,] 2 2 3 97
## [24,] 2 2 3 97
## [25,] 1 2 3 97
## [26,] 2 2 3 97
## [27,] 2 2 3 97
## [28,] 2 2 3 97
## [29,] 2 1 3 97
## [30,] 2 2 3 97
## [31,] 2 2 3 2
## [32,] 2 2 3 97
## [33,] 2 2 3 97
## [34,] 2 2 3 97
## [35,] 2 2 3 97
## [36,] 2 2 3 97
## [37,] 2 2 3 97
## [38,] 2 2 3 97
## [39,] 2 2 3 97
## [40,] 2 1 3 97
## [41,] 2 2 3 97
## [42,] 2 2 3 1
## [43,] 2 2 5 97
## [44,] 2 2 5 97
## [45,] 2 2 5 97
## [46,] 2 2 5 97
## [47,] 2 2 6 97
## [48,] 2 2 6 97
## [49,] 2 2 7 97
## [50,] 2 2 7 97
## [51,] 2 2 7 97
## [52,] 2 1 7 97
## [53,] 2 2 7 97
## [54,] 2 2 7 2
## [55,] 2 1 7 97
## [56,] 2 2 7 2
## [57,] 2 2 7 1
## [58,] 2 2 7 1
## [59,] 2 1 7 1
## [60,] 2 2 7 97
## [61,] 2 2 7 2
## [62,] 2 2 7 2
## [63,] 2 2 7 2
## [64,] 2 2 7 97
## [65,] 2 2 7 2
## [66,] 2 1 7 2
## [67,] 2 1 7 1
## [68,] 2 2 7 97
## [69,] 2 2 7 97
## [70,] 2 1 7 97
## [71,] 2 2 7 97
## [72,] 2 2 7 97
## [73,] 2 2 7 97
## [74,] 2 2 7 97
## [75,] 2 2 7 97
## [76,] 2 2 7 97
## [77,] 2 2 7 97
## [78,] 2 2 7 97
## [79,] 2 2 7 97
## [80,] 2 2 7 97
## [81,] 2 2 7 97
## [82,] 2 2 7 97
## [83,] 2 2 7 97
## [84,] 2 2 7 97
## [85,] 2 2 7 2
## [86,] 2 1 7 97
## [87,] 2 2 7 97
## [88,] 2 2 7 97
## [89,] 2 2 7 97
## [90,] 2 1 7 97
## [91,] 2 2 7 97
## [92,] 2 1 7 97
## [93,] 2 2 7 97
## [94,] 2 2 7 97
## [95,] 2 2 7 97
## [96,] 2 2 7 97
## [97,] 2 2 7 97
## [98,] 2 2 7 97
## [99,] 2 1 7 97
## [100,] 2 1 7 97
## [101,] 2 2 7 97
## [102,] 2 2 7 97
## [103,] 2 1 7 1
## [104,] 2 1 7 1
## [105,] 2 2 7 97
## [106,] 2 2 7 97
## [107,] 2 2 7 97
## [108,] 2 2 7 97
## [109,] 2 2 7 97
## [110,] 2 2 7 97
## [111,] 2 2 7 97
## [112,] 2 2 7 97
## [113,] 2 2 7 97
## [114,] 2 2 7 97
## [115,] 2 2 7 97
## [116,] 2 2 7 97
## [117,] 2 2 7 97
## [118,] 2 2 7 97
## [119,] 2 2 7 97
## [120,] 2 2 7 97
## [121,] 2 2 7 97
## [122,] 2 2 7 97
## [123,] 2 2 7 97
## [124,] 2 2 7 97
## [125,] 2 2 7 97
## [126,] 2 2 7 97
## [127,] 2 2 7 97
## [128,] 2 2 7 97
## [129,] 2 2 7 97
## [130,] 2 2 7 97
## [131,] 2 2 7 97
## [132,] 2 2 7 97
## [133,] 2 2 7 97
## [134,] 2 2 7 97
## [135,] 2 2 7 97
## [136,] 2 2 7 97
## [137,] 2 2 7 97
## [138,] 2 2 7 97
## [139,] 2 2 7 97
## [140,] 2 2 7 97
## [141,] 2 2 7 97
## [142,] 2 2 7 97
## [143,] 2 2 7 97
## [144,] 2 1 7 97
## [145,] 2 2 7 97
## [146,] 2 2 7 97
## [147,] 2 2 7 97
## [148,] 2 1 7 97
## [149,] 2 2 7 97
## [150,] 2 2 7 97
## [151,] 2 2 7 97
## [152,] 2 2 7 99
## [153,] 2 2 7 2
## [154,] 2 2 7 2
## [155,] 2 2 7 2
## [156,] 2 2 5 99
## [157,] 2 2 3 97
## [158,] 2 2 3 97
## [159,] 2 2 3 97
## [160,] 2 2 3 97
## [161,] 2 2 3 97
## [162,] 2 2 3 2
## [163,] 2 2 3 2
## [164,] 2 2 3 2
## [165,] 2 2 3 2
## [166,] 2 2 3 97
## [167,] 2 2 3 2
## [168,] 2 2 3 97
## [169,] 2 2 5 97
## [170,] 2 2 6 97
## [171,] 2 2 6 97
## [172,] 2 2 6 97
## [173,] 2 2 6 97
## [174,] 2 2 6 97
## [175,] 2 2 6 97
## [176,] 2 2 6 97
## [177,] 2 2 6 97
## [178,] 2 2 6 97
## [179,] 2 2 6 97
## [180,] 2 2 6 97
## [181,] 2 2 6 97
## [182,] 2 2 6 97
## [183,] 2 2 6 97
## [184,] 2 2 6 97
## [185,] 2 2 6 97
## [186,] 2 2 6 97
## [187,] 2 2 7 97
## [188,] 2 2 7 99
## [189,] 2 2 7 2
## [190,] 2 2 7 99
## [191,] 2 2 7 2
## [192,] 2 2 7 99
## [193,] 2 2 7 99
## [194,] 2 2 7 99
## [195,] 2 2 7 99
## [196,] 2 2 7 1
## [197,] 2 2 7 2
## [198,] 2 2 7 2
## [199,] 2 2 7 97
## [200,] 2 2 7 2
## [201,] 2 2 7 2
## [202,] 2 2 7 2
## [203,] 2 2 7 97
## [204,] 2 2 7 2
## [205,] 2 2 7 2
## [206,] 2 2 7 97
## [207,] 2 2 7 2
## [208,] 2 2 7 2
## [209,] 2 2 7 2
## [210,] 2 2 7 2
## [211,] 2 2 7 1
## [212,] 2 2 7 97
## [213,] 2 2 7 97
## [214,] 2 2 7 97
## [215,] 2 2 7 97
## [216,] 2 2 7 97
## [217,] 2 2 7 97
## [218,] 2 2 7 97
## [219,] 2 2 7 97
## [220,] 2 2 7 97
## [221,] 2 2 7 97
## [222,] 2 2 7 97
## [223,] 2 2 7 97
## [224,] 2 2 7 97
## [225,] 2 2 7 97
## [226,] 2 2 7 97
## [227,] 2 2 7 97
## [228,] 2 2 7 97
## [229,] 2 2 7 97
## [230,] 2 2 7 97
## [231,] 2 1 7 97
## [232,] 2 2 7 97
## [233,] 2 2 7 97
## [234,] 2 2 7 97
## [235,] 2 2 7 97
## [236,] 2 2 7 97
## [237,] 2 2 7 97
## [238,] 2 2 7 97
## [239,] 2 2 7 97
## [240,] 2 2 7 97
## [241,] 2 2 7 97
## [242,] 2 2 7 97
## [243,] 2 2 7 97
## [244,] 2 2 7 97
## [245,] 2 2 7 97
## [246,] 2 2 7 97
## [247,] 2 2 7 97
## [248,] 2 2 7 97
## [249,] 2 2 7 97
## [250,] 2 2 7 97
## [251,] 2 2 7 97
## [252,] 2 2 7 97
## [253,] 2 2 7 97
## [254,] 2 2 7 97
## [255,] 2 2 7 97
## [256,] 2 2 7 97
## [257,] 2 2 7 97
## [258,] 2 2 7 97
## [259,] 2 2 7 97
## [260,] 2 2 7 97
## [261,] 2 2 7 97
## [262,] 2 2 7 97
## [263,] 2 2 7 97
## [264,] 2 2 7 97
## [265,] 2 2 7 97
## [266,] 2 2 7 97
## [267,] 2 2 7 97
## [268,] 2 2 7 97
## [269,] 2 2 7 97
## [270,] 2 2 7 97
## [271,] 2 2 7 97
## [272,] 2 2 7 97
## [273,] 2 2 7 97
## [274,] 2 2 7 97
## [275,] 2 2 7 97
## [276,] 2 2 7 97
## [277,] 2 2 7 97
## [278,] 2 2 7 97
## [279,] 2 2 7 97
## [280,] 2 2 7 97
## [281,] 2 2 7 97
## [282,] 2 2 7 97
## [283,] 2 2 7 97
## [284,] 2 2 7 97
## [285,] 2 2 7 97
## [286,] 2 2 7 97
## [287,] 2 2 7 97
## [288,] 2 2 7 97
## [289,] 2 2 7 97
## [290,] 2 2 7 97
## [291,] 2 2 7 97
## [292,] 2 2 7 97
## [293,] 2 2 7 97
## [294,] 2 2 7 97
## [295,] 2 2 7 97
## [296,] 2 2 7 97
## [297,] 2 2 7 97
## [298,] 2 2 7 2
## [299,] 2 2 7 2
## [300,] 1 2 6 99
## [301,] 2 2 6 99
## [302,] 2 2 7 99
## [303,] 2 2 6 99
## [304,] 2 2 7 99
## [305,] 1 2 7 2
## [306,] 2 2 7 99
## [307,] 2 2 7 99
## [308,] 2 2 7 99
## [309,] 1 2 6 99
## [310,] 1 2 7 1
## [311,] 2 2 7 99
## [312,] 2 2 7 2
## [313,] 2 2 6 1
## [314,] 2 2 5 2
## [315,] 2 1 7 2
## [316,] 2 2 3 2
## [317,] 2 1 3 2
## [318,] 2 1 3 2
## [319,] 2 2 3 2
## [320,] 2 2 3 1
## [321,] 2 2 3 1
## [322,] 1 2 7 2
## [323,] 2 2 7 2
## [324,] 1 2 3 2
## [325,] 1 2 3 1
## [326,] 2 2 3 2
## [327,] 2 2 3 2
## [328,] 2 2 7 2
## [329,] 2 1 7 1
## [330,] 1 2 7 2
## [331,] 2 2 7 1
## [332,] 2 1 3 2
## [333,] 2 2 3 2
## [334,] 2 2 3 2
## [335,] 98 98 7 2
## [336,] 2 2 7 2
## [337,] 2 1 3 2
## [338,] 2 2 3 2
## [339,] 2 2 3 2
## [340,] 2 2 7 1
## [341,] 2 1 3 2
## [342,] 1 1 3 2
## [343,] 2 2 3 2
## [344,] 2 2 3 2
## [345,] 2 2 3 2
## [346,] 2 2 5 97
## [347,] 1 2 1 2
## [348,] 2 2 3 2
## [349,] 1 2 5 2
## [350,] 2 2 3 2
## [351,] 2 2 3 1
## [352,] 2 98 5 97
## [353,] 1 2 5 2
## [354,] 2 2 3 2
## [355,] 2 2 3 2
## [356,] 2 2 3 97
## [357,] 2 2 3 1
## [358,] 2 2 7 2
## [359,] 2 2 7 2
## [360,] 2 2 3 1
## [361,] 2 1 5 1
## [362,] 2 2 6 97
## [363,] 2 2 6 97
## [364,] 2 2 3 2
## [365,] 2 2 3 2
## [366,] 2 1 3 2
## [367,] 2 2 3 2
## [368,] 2 2 3 1
## [369,] 2 2 3 2
## [370,] 2 2 3 2
## [371,] 2 2 3 2
## [372,] 2 2 7 2
## [373,] 2 2 3 2
## [374,] 2 1 3 2
## [375,] 2 2 3 2
## [376,] 2 2 3 2
## [377,] 2 2 3 2
## [378,] 2 2 3 1
## [379,] 2 2 3 2
## [380,] 2 2 3 1
## [381,] 2 1 5 2
## [382,] 2 2 7 2
## [383,] 2 2 7 97
## [384,] 1 2 2 2
## [385,] 2 2 3 2
## [386,] 2 2 3 2
## [387,] 2 2 3 99
## [388,] 2 2 3 2
## [389,] 1 2 3 2
## [390,] 1 1 5 97
## [391,] 1 2 5 97
## [392,] 2 2 5 2
## [393,] 2 2 5 97
## [394,] 1 2 5 97
## [395,] 2 2 3 2
## [396,] 2 2 3 2
## [397,] 2 2 3 1
## [398,] 2 2 3 2
## [399,] 2 2 3 2
## [400,] 2 2 3 2
## [401,] 2 2 3 2
## [402,] 2 2 3 2
## [403,] 2 2 3 1
## [404,] 2 1 3 2
## [405,] 2 2 5 97
## [406,] 2 1 6 2
## [407,] 1 1 3 2
## [408,] 1 2 5 97
## [409,] 1 2 7 97
## [410,] 2 2 3 2
## [411,] 2 2 3 2
## [412,] 2 1 3 97
## [413,] 2 2 5 2
## [414,] 2 2 5 2
## [415,] 2 2 7 1
## [416,] 2 2 3 1
## [417,] 2 2 3 2
## [418,] 1 2 7 2
## [419,] 1 2 7 1
## [420,] 2 2 3 2
## [421,] 2 2 3 2
## [422,] 2 2 3 2
## [423,] 2 2 3 2
## [424,] 2 2 3 2
## [425,] 2 1 3 2
## [426,] 2 2 3 2
## [427,] 1 2 7 2
## [428,] 2 2 3 1
## [429,] 2 2 3 2
## [430,] 2 2 3 2
## [431,] 2 2 3 2
## [432,] 2 2 5 2
## [433,] 2 1 7 2
## [434,] 2 2 7 97
## [435,] 2 2 3 2
## [436,] 1 2 3 97
## [437,] 2 2 3 2
## [438,] 2 2 5 97
## [439,] 2 2 5 2
## [440,] 2 2 7 2
## [441,] 2 2 3 2
## [442,] 2 2 3 2
## [443,] 2 2 3 2
## [444,] 2 2 5 1
## [445,] 2 2 7 2
## [446,] 2 2 7 2
## [447,] 2 2 3 2
## [448,] 2 2 3 2
## [449,] 2 2 3 2
## [450,] 2 2 3 2
## [451,] 2 2 3 2
## [452,] 1 2 3 2
## [453,] 2 1 3 2
## [454,] 2 1 3 2
## [455,] 2 2 3 2
## [456,] 2 1 3 2
## [457,] 2 2 5 2
## [458,] 1 2 5 2
## [459,] 2 1 7 2
## [460,] 2 2 3 2
## [461,] 2 2 3 2
## [462,] 2 2 3 2
## [463,] 2 2 7 2
## [464,] 2 2 3 1
## [465,] 2 2 3 1
## [466,] 2 2 3 2
## [467,] 2 2 3 2
## [468,] 2 2 7 2
## [469,] 2 2 7 2
## [470,] 2 2 7 1
## [471,] 2 2 7 2
## [472,] 2 2 3 2
## [473,] 2 2 3 2
## [474,] 1 2 3 2
## [475,] 2 2 5 2
## [476,] 2 2 7 2
## [477,] 2 2 3 2
## [478,] 2 2 3 2
## [479,] 2 2 3 2
## [480,] 1 2 4 2
## [481,] 2 2 5 2
## [482,] 2 2 7 97
## [483,] 2 2 7 2
## [484,] 2 2 7 2
## [485,] 2 2 3 2
## [486,] 2 1 3 1
## [487,] 2 2 3 1
## [488,] 1 2 3 99
## [489,] 2 2 3 2
## [490,] 2 2 5 2
## [491,] 2 2 3 1
## [492,] 2 2 3 1
## [493,] 2 2 3 2
## [494,] 2 2 3 99
## [495,] 2 2 3 2
## [496,] 2 2 6 2
## [497,] 2 2 7 2
## [498,] 2 2 7 2
## [499,] 2 2 3 1
## [500,] 2 1 3 1
## [501,] 2 2 3 2
## [502,] 2 1 3 2
## [503,] 2 2 3 2
## [504,] 2 2 3 2
## [505,] 2 2 3 2
## [506,] 1 2 3 97
## [507,] 2 2 5 2
## [508,] 2 2 3 2
## [509,] 2 2 3 2
## [510,] 2 2 7 2
## [511,] 2 2 7 2
## [512,] 2 2 7 2
## [513,] 2 2 7 1
## [514,] 2 2 7 2
## [515,] 2 2 2 2
## [516,] 2 2 3 1
## [517,] 2 2 3 1
## [518,] 2 2 3 2
## [519,] 2 2 3 2
## [520,] 2 1 3 2
## [521,] 2 2 5 2
## [522,] 2 2 5 2
## [523,] 2 2 5 2
## [524,] 1 2 7 1
## [525,] 2 2 7 2
## [526,] 2 2 3 2
## [527,] 2 2 3 2
## [528,] 2 1 3 2
## [529,] 2 1 3 1
## [530,] 2 2 3 2
## [531,] 2 2 3 2
## [532,] 2 2 3 2
## [533,] 2 2 3 2
## [534,] 2 2 5 1
## [535,] 2 2 5 2
## [536,] 2 2 5 2
## [537,] 2 2 7 2
## [538,] 2 2 7 2
## [539,] 2 2 3 1
## [540,] 2 1 3 1
## [541,] 2 2 3 1
## [542,] 2 2 3 2
## [543,] 2 2 3 2
## [544,] 2 2 3 2
## [545,] 2 2 3 2
## [546,] 2 2 3 2
## [547,] 2 2 5 2
## [548,] 2 1 7 2
## [549,] 2 2 3 1
## [550,] 2 1 3 2
## [551,] 2 2 3 1
## [552,] 1 2 3 2
## [553,] 2 2 3 2
## [554,] 2 2 3 1
## [555,] 1 2 3 2
## [556,] 2 2 5 2
## [557,] 1 1 7 2
## [558,] 2 2 3 1
## [559,] 2 2 3 1
## [560,] 2 2 3 2
## [561,] 2 2 3 1
## [562,] 2 2 3 2
## [563,] 2 2 3 97
## [564,] 2 2 3 2
## [565,] 1 2 3 99
## [566,] 2 2 4 2
## [567,] 2 2 7 2
## [568,] 2 1 3 1
## [569,] 2 2 3 1
## [570,] 2 2 3 2
## [571,] 1 2 3 2
## [572,] 2 2 3 2
## [573,] 2 2 3 97
## [574,] 2 2 3 1
## [575,] 2 2 7 2
## [576,] 2 2 7 2
## [577,] 2 2 2 99
## [578,] 2 2 3 2
## [579,] 2 2 3 2
## [580,] 2 2 3 2
## [581,] 2 2 3 2
## [582,] 2 2 3 1
## [583,] 2 2 3 2
## [584,] 2 2 3 2
## [585,] 2 2 3 2
## [586,] 2 2 4 2
## [587,] 2 2 5 2
## [588,] 2 2 5 2
## [589,] 2 2 6 97
## [590,] 2 2 7 2
## [591,] 2 2 7 2
## [592,] 2 2 3 2
## [593,] 2 2 3 2
## [594,] 2 2 3 1
## [595,] 2 2 3 1
## [596,] 2 2 3 2
## [597,] 2 2 3 2
## [598,] 2 2 3 1
## [599,] 2 2 3 2
## [600,] 2 2 4 2
## [601,] 2 1 5 1
## [602,] 2 1 7 2
## [603,] 2 2 7 2
## [604,] 2 2 3 2
## [605,] 2 2 3 1
## [606,] 2 2 3 2
## [607,] 2 2 3 2
## [608,] 2 2 3 2
## [609,] 2 2 3 97
## [610,] 2 2 3 1
## [611,] 2 2 3 2
## [612,] 2 2 3 2
## [613,] 2 2 3 2
## [614,] 2 2 3 2
## [615,] 2 2 5 2
## [616,] 1 2 5 2
## [617,] 2 2 3 2
## [618,] 2 2 3 97
## [619,] 2 2 3 2
## [620,] 2 2 3 2
## [621,] 2 2 3 2
## [622,] 2 2 3 1
## [623,] 2 2 3 97
## [624,] 2 2 3 2
## [625,] 2 1 3 2
## [626,] 2 2 3 2
## [627,] 1 2 4 2
## [628,] 2 2 5 2
## [629,] 2 2 6 2
## [630,] 2 2 6 97
## [631,] 2 2 7 2
## [632,] 2 2 7 2
## [633,] 2 2 7 2
## [634,] 2 2 3 2
## [635,] 2 2 3 1
## [636,] 2 2 3 2
## [637,] 2 2 3 2
## [638,] 2 2 3 2
## [639,] 2 2 3 2
## [640,] 2 2 3 2
## [641,] 2 2 3 2
## [642,] 2 2 3 2
## [643,] 2 2 3 2
## [644,] 2 2 3 2
## [645,] 2 2 3 2
## [646,] 2 2 3 2
## [647,] 2 2 3 97
## [648,] 2 2 3 2
## [649,] 2 2 4 2
## [650,] 98 2 7 1
## [651,] 2 2 7 1
## [652,] 2 2 7 97
## [653,] 1 2 7 2
## [654,] 2 2 2 2
## [655,] 2 2 2 2
## [656,] 2 2 3 2
## [657,] 2 2 3 2
## [658,] 2 2 3 2
## [659,] 2 2 3 2
## [660,] 2 2 3 2
## [661,] 2 2 3 2
## [662,] 2 2 3 2
## [663,] 2 2 3 2
## [664,] 2 2 3 2
## [665,] 2 2 3 2
## [666,] 2 2 4 2
## [667,] 2 2 7 2
## [668,] 2 2 7 2
## [669,] 2 2 3 1
## [670,] 2 2 3 2
## [671,] 2 2 3 2
## [672,] 2 2 3 2
## [673,] 2 2 3 2
## [674,] 2 2 3 2
## [675,] 2 2 3 2
## [676,] 2 2 3 2
## [677,] 2 2 3 2
## [678,] 2 2 3 2
## [679,] 2 2 3 2
## [680,] 2 2 3 2
## [681,] 2 2 3 1
## [682,] 2 2 3 2
## [683,] 2 2 3 97
## [684,] 2 2 4 2
## [685,] 2 2 5 2
## [686,] 2 1 7 2
## [687,] 2 2 3 2
## [688,] 2 2 3 2
## [689,] 1 2 3 2
## [690,] 2 2 3 2
## [691,] 2 2 3 2
## [692,] 2 2 3 2
## [693,] 1 2 3 2
## [694,] 2 2 3 1
## [695,] 2 2 3 2
## [696,] 2 2 3 2
## [697,] 2 2 3 2
## [698,] 2 2 3 2
## [699,] 2 2 3 2
## [700,] 2 2 5 2
## [701,] 2 2 5 2
## [702,] 2 2 7 2
## [703,] 2 2 3 2
## [704,] 2 2 3 99
## [705,] 2 2 3 2
## [706,] 2 2 3 2
## [707,] 2 2 3 1
## [708,] 2 2 3 2
## [709,] 2 2 3 2
## [710,] 2 2 3 2
## [711,] 2 2 3 99
## [712,] 2 2 3 1
## [713,] 2 2 3 2
## [714,] 2 2 7 2
## [715,] 2 2 7 2
## [716,] 2 2 7 2
## [717,] 2 2 3 1
## [718,] 1 2 3 2
## [719,] 2 2 3 2
## [720,] 2 2 3 2
## [721,] 2 2 3 2
## [722,] 2 2 3 2
## [723,] 2 2 3 1
## [724,] 2 1 3 2
## [725,] 2 1 3 2
## [726,] 2 2 3 2
## [727,] 2 2 3 2
## [728,] 2 2 3 2
## [729,] 2 2 6 2
## [730,] 2 2 3 2
## [731,] 2 2 3 2
## [732,] 2 2 3 1
## [733,] 2 2 3 2
## [734,] 2 2 3 2
## [735,] 1 2 3 1
## [736,] 2 2 3 2
## [737,] 2 2 3 2
## [738,] 2 2 3 97
## [739,] 2 2 3 97
## [740,] 2 2 3 99
## [741,] 2 2 6 97
## [742,] 2 2 7 2
## [743,] 1 2 2 2
## [744,] 2 2 3 2
## [745,] 2 2 3 1
## [746,] 1 2 3 2
## [747,] 2 2 3 1
## [748,] 2 2 3 97
## [749,] 2 2 3 2
## [750,] 2 2 3 2
## [751,] 2 2 3 2
## [752,] 2 2 3 2
## [753,] 2 2 3 2
## [754,] 2 2 3 2
## [755,] 2 1 3 1
## [756,] 2 2 3 2
## [757,] 2 2 3 99
## [758,] 2 2 4 97
## [759,] 2 2 5 2
## [760,] 2 2 7 99
## [761,] 2 2 7 2
## [762,] 2 2 7 97
## [763,] 2 2 3 2
## [764,] 2 2 3 2
## [765,] 2 2 3 1
## [766,] 2 2 3 2
## [767,] 2 2 3 1
## [768,] 2 2 3 97
## [769,] 2 2 3 2
## [770,] 2 2 3 97
## [771,] 2 2 3 97
## [772,] 2 1 3 2
## [773,] 2 2 3 97
## [774,] 2 2 3 2
## [775,] 2 2 3 97
## [776,] 2 2 3 97
## [777,] 2 1 3 2
## [778,] 2 2 3 2
## [779,] 2 2 3 2
## [780,] 2 2 3 97
## [781,] 2 1 3 1
## [782,] 2 2 3 97
## [783,] 2 2 3 97
## [784,] 2 2 3 97
## [785,] 2 2 3 97
## [786,] 2 2 3 97
## [787,] 2 2 3 97
## [788,] 2 2 3 97
## [789,] 2 2 3 97
## [790,] 2 2 3 97
## [791,] 2 2 3 97
## [792,] 2 2 3 97
## [793,] 2 2 3 1
## [794,] 2 1 3 97
## [795,] 2 1 3 97
## [796,] 2 2 3 97
## [797,] 2 2 3 2
## [798,] 2 2 3 2
## [799,] 2 2 3 97
## [800,] 2 2 3 2
## [801,] 2 2 3 2
## [802,] 2 2 3 97
## [803,] 2 2 3 97
## [804,] 2 2 3 97
## [805,] 2 2 3 97
## [806,] 2 2 3 97
## [807,] 2 2 3 97
## [808,] 2 2 3 97
## [809,] 2 1 3 2
## [810,] 2 2 3 97
## [811,] 2 2 3 2
## [812,] 2 2 3 97
## [813,] 2 2 3 97
## [814,] 2 2 3 97
## [815,] 2 2 3 97
## [816,] 2 2 3 97
## [817,] 2 2 3 97
## [818,] 2 2 3 97
## [819,] 2 2 3 97
## [820,] 2 2 3 97
## [821,] 2 2 3 97
## [822,] 2 2 3 2
## [823,] 2 2 3 97
## [824,] 2 2 3 2
## [825,] 2 2 3 97
## [826,] 2 2 3 2
## [827,] 2 2 3 2
## [828,] 2 2 3 97
## [829,] 2 2 3 2
## [830,] 2 2 3 2
## [831,] 2 2 3 97
## [832,] 2 2 3 97
## [833,] 2 2 3 97
## [834,] 2 2 3 97
## [835,] 1 2 3 97
## [836,] 2 2 3 2
## [837,] 2 2 3 97
## [838,] 2 2 3 97
## [839,] 2 2 3 97
## [840,] 2 2 3 97
## [841,] 2 2 3 97
## [842,] 2 2 3 97
## [843,] 2 2 3 2
## [844,] 2 2 3 2
## [845,] 2 2 3 97
## [846,] 1 1 3 97
## [847,] 2 2 3 2
## [848,] 2 2 3 97
## [849,] 2 2 3 2
## [850,] 2 2 3 97
## [851,] 2 2 3 97
## [852,] 2 2 3 2
## [853,] 2 2 3 2
## [854,] 2 1 3 2
## [855,] 2 2 3 97
## [856,] 2 2 3 97
## [857,] 2 2 3 97
## [858,] 2 2 3 97
## [859,] 2 2 3 97
## [860,] 2 2 3 97
## [861,] 2 2 3 97
## [862,] 2 2 3 97
## [863,] 2 2 3 1
## [864,] 2 2 3 97
## [865,] 2 2 3 97
## [866,] 2 2 3 2
## [867,] 2 2 3 2
## [868,] 2 2 3 97
## [869,] 2 2 3 2
## [870,] 2 2 3 97
## [871,] 2 2 3 97
## [872,] 2 2 3 97
## [873,] 2 2 3 97
## [874,] 2 2 3 2
## [875,] 1 2 3 2
## [876,] 2 2 3 2
## [877,] 2 2 3 97
## [878,] 2 2 3 2
## [879,] 2 2 3 2
## [880,] 2 1 3 2
## [881,] 2 2 3 97
## [882,] 2 2 3 2
## [883,] 1 2 3 97
## [884,] 2 2 3 2
## [885,] 2 2 3 2
## [886,] 2 2 3 2
## [887,] 2 2 3 97
## [888,] 2 2 3 2
## [889,] 2 2 3 97
## [890,] 2 1 3 2
## [891,] 2 2 3 2
## [892,] 2 2 3 2
## [893,] 2 2 3 97
## [894,] 2 1 3 97
## [895,] 2 2 3 97
## [896,] 2 2 3 2
## [897,] 2 2 3 2
## [898,] 2 2 3 97
## [899,] 2 2 3 97
## [900,] 2 2 3 97
## [901,] 2 2 3 2
## [902,] 2 2 3 97
## [903,] 2 2 3 2
## [904,] 2 2 3 2
## [905,] 2 2 3 2
## [906,] 2 2 3 97
## [907,] 2 2 3 97
## [908,] 2 2 3 97
## [909,] 2 2 3 97
## [910,] 2 2 3 97
## [911,] 2 2 3 97
## [912,] 2 2 3 97
## [913,] 2 2 3 97
## [914,] 2 2 3 97
## [915,] 2 2 3 97
drop(scale(new_cvdow,center=center, scale=scale)%*%cvd_pca$rotation[,1])
## [1] -2.392819297 -2.094573428 0.577749396 -3.090544132 -2.098013275
## [6] 0.153683880 -2.408266678 -2.410645396 0.370755610 -0.000632336
## [11] -2.667049749 0.258167154 0.317886324 -2.229092749 -2.566305755
## [16] -2.816347674 0.562125743 -2.169373579 -2.239045944 -2.408266678
## [21] 0.623028752 -2.477922624 -2.328624699 -2.786488089 -2.671094442
## [26] -2.537641794 -2.458016234 -2.288811919 -2.387912599 -2.507782209
## [31] 0.472202540 -2.476727000 -2.527688599 -2.408250259 -2.557564604
## [36] -2.328624699 -2.846207259 -2.240036224 -2.314647468 -2.547180138
## [41] -2.677002944 0.491861860 -2.873820343 -3.072884243 -2.903679928
## [46] -2.794178363 -3.196175930 -2.927423245 -3.366038739 -3.319467617
## [51] -3.389139982 -2.339725010 -3.020855347 -0.394250714 -2.749796544
## [56] 0.003877086 0.028040312 -0.318611504 -0.179899086 -3.339374007
## [61] -0.573424644 -0.583377839 -0.573424644 -3.020855347 -0.530377030
## [66] -0.003001003 -0.259656688 -3.369233592 -2.531717000 -2.781547396
## [71] -2.781978667 -3.180122887 -2.691924017 -3.364215301 -3.379186787
## [76] -3.379186787 -3.369233592 -3.100497327 -3.110450522 -3.359280397
## [81] -3.389139982 -3.269701642 -3.060208652 -3.160200077 0.342285716
## [86] -3.189644812 -3.349327202 -3.010426257 -3.339374007 -3.299129957
## [91] -2.731000648 -3.249363982 -2.971089372 -3.279654837 -3.359280397
## [96] -3.130356912 -3.379186787 -3.070621322 -3.080143247 -3.358849127
## [101] -3.349327202 -2.831744642 -0.229797103 -0.080367135 -2.790719818
## [106] -3.259748447 -2.960676701 -3.020855347 -2.971089372 -3.130340492
## [111] -3.030824962 -3.375991934 -3.279654837 -3.289608032 -2.961136177
## [116] -3.329420812 -3.060208652 -2.816313680 -3.418999567 -2.762072277
## [121] -3.349327202 -3.339374007 -2.692399912 -3.369233592 -2.772025472
## [126] -3.080590937 -3.259748447 -3.359280397 -3.010902152 -3.369233592
## [131] -3.279654837 -3.478718737 -2.672493522 -3.319467617 -3.339374007
## [136] -3.389139982 -3.060208652 -3.040761737 -2.851175137 -3.200029277
## [141] -3.050714932 -3.259748447 -2.790500070 -3.050283662 -2.971105792
## [146] -2.841697837 -2.860188855 -3.050283662 -2.981058987 -3.105415811
## [151] -3.468765542 -2.189832128 0.616879798 0.203764092 0.646739383
## [156] -1.155249622 -1.836685810 -2.085532105 -1.591116701 -1.780243826
## [161] -1.620992705 1.055394322 0.862161475 1.045441127 0.881133333
## [166] -1.740414626 1.179850953 -2.034078191 -2.441600624 -2.547297935
## [171] -2.656783080 -2.421260804 -2.388995567 -2.398948762 -2.120242882
## [176] -2.130196077 -2.375847518 -2.189915247 -2.070476907 -2.394475953
## [181] -2.465360361 -2.833628577 -2.179962052 -2.408901957 -2.060523712
## [186] -2.090383297 -3.078687037 -2.067198935 0.203896134 -2.130112958
## [191] 0.458484552 -1.881266663 -2.159972543 -2.189832128 -1.911126248
## [196] 0.547224447 0.477667110 0.487620305 -2.727996779 0.477667110
## [201] 0.233755719 0.477667110 -2.263440959 0.477667110 0.198961230
## [206] -2.243550989 0.313381279 0.542321184 0.472648819 0.462695624
## [211] 0.910034070 -2.509026488 -2.459260513 -2.518503788 -2.608082543
## [216] -2.558792463 -2.787715949 -2.467306022 -2.668261189 -2.667065565
## [221] -2.379618534 -2.389588148 -2.606870500 -2.608558438 -2.329393083
## [226] -2.966873459 -2.468737813 -2.956920264 -2.966873459 -2.557104525
## [231] -2.677799533 -2.887247899 -2.439354123 -2.260196613 -2.887247899
## [236] -2.289580303 -1.951631148 -2.499073293 -2.538886073 -2.389588148
## [241] -2.509026488 -2.976826654 -2.588652048 -2.250226998 -2.518979683
## [246] -2.408282495 -2.140741853 -2.956920264 -2.687708103 -2.399065448
## [251] -2.937013874 -2.538886073 -2.120835463 -2.339346278 -2.857388314
## [256] -2.170601438 -2.439354123 -2.965661415 -2.130788658 -2.129100719
## [261] -2.061116293 -2.917107484 -2.475972050 -2.616823695 -2.071069488
## [266] -2.897201094 -2.090499983 -2.110882268 -2.867341509 -2.130788658
## [271] -2.021303513 -2.917107484 -2.976826654 -2.051163098 -2.060640398
## [276] -2.120359568 -2.061116293 -1.971537538 -2.100929073 -2.011350318
## [281] -2.150695048 -2.060640398 -2.160648243 -1.921771563 -2.439354123
## [286] -2.877294704 -1.951631148 -2.409494538 -2.817575534 -2.907154289
## [291] -2.797669144 -2.907154289 -2.887247899 -2.169169647 -2.419431314
## [296] -2.359712144 -2.099497282 0.208914425 0.467713915 -1.109158141
## [301] -0.408601582 -1.429140555 -0.716922423 -1.140514319 1.370311948
## [306] -0.659641228 -1.179115056 -0.910876756 -0.659832575 1.321829379
## [311] -0.812042464 1.487172139 1.699795511 0.909101216 2.226106666
## [316] 2.662945641 1.416698807 2.266602189 1.786061429 2.438414682
## [321] 2.400033694 0.880782792 1.546157176 3.068193987 1.602774418
## [326] 1.668085100 1.686419174 1.319163448 2.915669697 0.778845190
## [331] 1.474637146 1.726935791 1.603316442 1.576730700 1.466849417
## [336] 1.553016293 1.526527805 2.770998994 1.858954370 0.734202489
## [341] 1.816126357 2.207204846 2.091019656 1.566645463 1.386735385
## [346] -1.653356955 1.531102621 1.445995079 1.923162807 2.220427611
## [351] 1.547086140 -1.318926727 1.327275668 1.346922605 1.832712481
## [356] -0.947688639 1.636406129 0.984507897 1.566665656 2.340094776
## [361] 2.001958265 -1.488945463 -1.853966713 2.301358248 1.356399905
## [366] 1.636144992 1.595293004 2.003216622 1.685479697 1.736677464
## [371] 2.064524961 1.708786264 2.189355982 2.080302107 1.566848791
## [376] 1.950462882 1.950806735 2.139342937 1.764973215 2.399813946
## [381] 1.803859148 1.806372038 -1.926280382 1.684680413 2.041473429
## [386] 2.317696119 0.204208174 1.932244431 2.046310412 -0.666400768
## [391] -1.583733855 1.863147048 -1.651049466 -1.561320177 2.420923302
## [396] 1.545527029 1.870590252 2.308662280 1.962104016 1.436173927
## [401] 2.081082881 1.795070983 2.388780750 2.107219027 -1.551517516
## [406] 1.177903220 2.482439849 -1.467815047 -1.759229493 1.990292082
## [411] 1.476552323 -1.029316524 1.856498724 1.804639921 1.995734286
## [416] 2.269946516 1.368041038 0.896094276 1.521959023 1.885367451
## [421] 2.120027470 1.824824427 1.900696907 2.149411160 1.875977569
## [426] 2.117726621 1.792858759 2.079623767 1.525620639 2.187294183
## [431] 2.151231141 1.893006633 2.156419524 -1.917539230 2.139933860
## [436] -1.247571726 2.271625377 -1.974027135 1.834499506 1.587916132
## [441] 2.059964447 2.191043921 1.547074444 1.461403442 1.165169121
## [446] 1.802344027 1.626567961 2.091511971 2.441305588 1.945312549
## [451] 1.707881460 1.837425359 2.070348912 1.565864690 2.288038176
## [456] 1.781380523 1.683989538 1.457385436 1.656675682 2.250763091
## [461] 1.607137467 2.058656886 1.312933113 2.059700957 2.061405316
## [466] 1.990160039 2.109598380 1.477086901 1.054180263 1.359205053
## [471] 1.786980033 2.069785599 2.179402787 1.486112399 1.043379000
## [476] 1.188030807 1.665441265 1.766405006 2.230380806 1.974128786
## [481] 0.980557038 -1.995952747 0.973326239 0.863381619 1.646716698
## [486] 1.942054393 2.398126007 -0.428794008 1.995226986 1.435143243
## [491] 2.140554981 2.141030876 2.489383624 -0.094933158 1.527511907
## [496] 1.912937638 0.602793128 1.335716368 1.874261001 2.350698989
## [501] 2.260584244 2.110322338 1.701500964 1.854684012 1.696644936
## [506] -1.086905234 1.425058005 1.466033512 1.817740995 1.089027919
## [511] 1.347827409 1.628204808 1.108703658 1.234995492 1.933144628
## [516] 2.291284697 1.661573157 2.140065902 1.119343206 2.007886225
## [521] 2.133791000 1.451243386 1.878035147 0.681603864 0.725232512
## [526] 1.578014030 1.812674048 2.269412812 1.961812321 2.263963251
## [531] 2.331820442 2.020151667 1.675050607 1.842993588 1.459758609
## [536] 1.539252127 1.518587620 2.182778479 1.488320247 2.380082679
## [541] 2.080835810 2.150755246 1.965843296 1.965826876 1.782338568
## [546] 2.269457437 1.426402091 1.797452203 2.310235191 1.614772427
## [551] 1.842418606 1.641014286 1.658115485 2.001210250 1.399254200
## [556] 1.351944984 2.011792130 2.150508176 2.060193272 1.777553825
## [561] 1.742886656 2.140065902 -1.586870568 2.139590007 0.042243369
## [566] 1.996391930 1.556844504 2.070101842 1.840730667 2.116110918
## [571] 1.616897343 1.285076125 -1.449230196 2.100742201 1.373512409
## [576] 0.954243703 -0.177808215 1.511932267 2.169925487 1.717711186
## [581] 1.835959446 1.822036321 1.535573834 1.980206844 1.875772226
## [586] 1.560122869 1.873100243 1.634223563 -2.031928599 1.477694839
## [591] 1.732671662 1.676333936 2.125830565 1.811479019 2.172322252
## [596] 1.800635895 2.279410632 2.241978198 1.957085725 1.463736061
## [601] 1.824730512 1.378594159 1.394246612 1.356416324 2.029857792
## [606] 2.021363710 2.005180181 1.778383008 -1.011273196 2.389516898
## [611] 2.315417165 2.231796178 2.296911370 1.288291373 1.798409587
## [616] 1.626832098 1.436041884 -1.603546412 2.030104862 2.200521221
## [621] 2.308794322 2.069654152 -1.200383901 1.466033512 2.307899942
## [626] 1.537393816 0.871356442 1.619235657 1.496930086 -2.122719398
## [631] 1.584789109 1.442341068 1.059168334 1.529314950 2.318500447
## [636] 2.000704752 2.031776381 1.256884374 2.419491511 2.059964447
## [641] 1.885741841 1.875788646 1.398032666 1.739704681 2.442067664
## [646] 1.776270496 -1.601858473 2.263941288 1.975450561 2.014692380
## [651] 1.388605162 -2.146479135 0.930697229 1.697464399 1.959501101
## [656] 1.905631811 2.047605600 1.666755131 1.625284632 1.923723027
## [661] 2.073020953 2.139590007 2.034283669 1.756333886 2.079854417
## [666] 2.165596245 1.392850842 0.924312832 1.999998207 1.842665676
## [671] 1.698060308 2.071129686 1.791211762 1.706209941 1.880806937
## [676] 1.981550930 1.746138344 1.985257371 1.876248121 1.641588103
## [681] 2.081427328 1.388079471 -0.274132144 1.503650664 1.360452587
## [686] 1.426268418 1.696036998 1.416135494 2.623358010 1.646474351
## [691] 2.790429489 1.681726617 1.752319413 2.565450880 1.801032915
## [696] 2.134571716 1.495744635 2.111401941 1.625152590 1.783521488
## [701] 1.788456392 1.512013433 1.714731345 0.222682773 1.258079998
## [706] 1.882478456 1.890496642 2.025086571 2.109730422 2.339129802
## [711] -0.092558702 2.155553158 2.059964447 1.314621052 1.556754330
## [716] 1.837221903 2.120648591 1.478542893 1.981550930 1.557300206
## [721] 1.762432178 1.746006302 1.892316623 1.655575487 2.629203987
## [726] 2.091495551 2.368989387 1.656832156 1.948872456 2.050487147
## [731] 2.290575871 2.060929420 2.278934737 2.069917642 1.986476214
## [736] 1.605378242 1.961628121 -1.244739077 -1.260103071 -0.042792727
## [741] -1.814153933 1.711077333 2.177566666 2.091511971 1.950215812
## [746] 1.384034778 1.960185427 -1.359635021 2.107800665 1.960432497
## [751] 1.950479302 1.467113513 1.517214859 1.208446066 2.309110565
## [756] 1.880806937 0.223380431 -1.343581978 1.688924442 -0.547811231
## [761] 0.808597353 -2.128378165 1.565565462 1.127608462 2.371386152
## [766] 1.699827587 2.124654710 -1.088765142 1.932244431 -1.168866597
## [771] -0.999645862 1.960863767 -1.080945561 1.341576881 -1.613499607
## [776] -1.174110816 1.921050987 1.771305372 1.832712481 -1.640146321
## [781] 1.930757112 -1.273659185 -0.758877915 -1.363237940 -1.762797532
## [786] -1.603546412 -1.275074557 -1.046233404 -1.009139582 -1.452816695
## [791] -0.868838955 -0.974571020 2.188391199 -0.879078593 -0.699186950
## [796] -0.631377647 1.237110026 1.107702072 -1.928806994 1.688737146
## [801] 1.108914115 -1.742891142 -1.009139582 -1.114391645 -1.752844337
## [806] -1.139007012 -1.792657117 -1.355641862 1.596315793 -1.732937947
## [811] 0.930650490 -1.782703922 -1.503998042 -1.782703922 -1.494044847
## [816] -1.235261777 -1.165671744 -1.314887337 -1.354700117 -0.924805045
## [821] -0.880207522 1.576730700 -1.252540752 1.826000707 -0.888745345
## [826] 1.651867032 1.950479302 -1.703078362 1.767975020 1.646848741
## [831] -0.707899896 -1.278351742 -0.540367100 -1.258445352 -1.111835459
## [836] 1.807311905 -1.380112824 -1.432654158 -1.699883509 -1.812563507
## [841] -1.454232067 -0.918808259 1.826022671 1.547316791 -1.268398547
## [846] -1.527058380 1.955414206 -0.900113912 1.602101057 -1.238538962
## [851] -1.293549156 1.505846292 1.517457206 1.627147694 -1.324381057
## [856] -1.313471965 -1.513951237 -1.404466092 -0.810535157 -1.467448647
## [861] -0.800581962 -1.028309823 0.729365634 -0.827338236 -1.057949660
## [866] 2.458806325 1.522491916 -0.908651735 1.776270496 -1.553304542
## [871] -1.109147427 -0.959833082 -1.318164522 2.429664454 1.519302336
## [876] 2.062591862 -1.145765354 1.666755131 1.675050607 2.108766441
## [881] -0.959849502 2.164431301 -1.304078025 1.587159791 1.231357603
## [886] 1.010276050 -1.333598103 1.154137695 -0.780675572 1.940957377
## [891] 2.210950311 1.771305372 -0.949879887 -0.710571937 -1.139007012
## [896] 1.895695036 1.905648231 -1.298258132 -1.560538779 -0.739174853
## [901] 1.796163086 -1.404466092 1.731492592 2.049603186 1.771305372
## [906] -0.954814791 -0.949879887 -1.548762146 -1.742891142 -1.533857627
## [911] -0.890160717 -1.268398547 -1.339728631 -1.683171972 -1.238538962
predict(cvd_pca)[,1]
## [1] -2.392819297 -2.094573428 0.577749396 -3.090544132 -2.098013275
## [6] 0.153683880 -2.408266678 -2.410645396 0.370755610 -0.000632336
## [11] -2.667049749 0.258167154 0.317886324 -2.229092749 -2.566305755
## [16] -2.816347674 0.562125743 -2.169373579 -2.239045944 -2.408266678
## [21] 0.623028752 -2.477922624 -2.328624699 -2.786488089 -2.671094442
## [26] -2.537641794 -2.458016234 -2.288811919 -2.387912599 -2.507782209
## [31] 0.472202540 -2.476727000 -2.527688599 -2.408250259 -2.557564604
## [36] -2.328624699 -2.846207259 -2.240036224 -2.314647468 -2.547180138
## [41] -2.677002944 0.491861860 -2.873820343 -3.072884243 -2.903679928
## [46] -2.794178363 -3.196175930 -2.927423245 -3.366038739 -3.319467617
## [51] -3.389139982 -2.339725010 -3.020855347 -0.394250714 -2.749796544
## [56] 0.003877086 0.028040312 -0.318611504 -0.179899086 -3.339374007
## [61] -0.573424644 -0.583377839 -0.573424644 -3.020855347 -0.530377030
## [66] -0.003001003 -0.259656688 -3.369233592 -2.531717000 -2.781547396
## [71] -2.781978667 -3.180122887 -2.691924017 -3.364215301 -3.379186787
## [76] -3.379186787 -3.369233592 -3.100497327 -3.110450522 -3.359280397
## [81] -3.389139982 -3.269701642 -3.060208652 -3.160200077 0.342285716
## [86] -3.189644812 -3.349327202 -3.010426257 -3.339374007 -3.299129957
## [91] -2.731000648 -3.249363982 -2.971089372 -3.279654837 -3.359280397
## [96] -3.130356912 -3.379186787 -3.070621322 -3.080143247 -3.358849127
## [101] -3.349327202 -2.831744642 -0.229797103 -0.080367135 -2.790719818
## [106] -3.259748447 -2.960676701 -3.020855347 -2.971089372 -3.130340492
## [111] -3.030824962 -3.375991934 -3.279654837 -3.289608032 -2.961136177
## [116] -3.329420812 -3.060208652 -2.816313680 -3.418999567 -2.762072277
## [121] -3.349327202 -3.339374007 -2.692399912 -3.369233592 -2.772025472
## [126] -3.080590937 -3.259748447 -3.359280397 -3.010902152 -3.369233592
## [131] -3.279654837 -3.478718737 -2.672493522 -3.319467617 -3.339374007
## [136] -3.389139982 -3.060208652 -3.040761737 -2.851175137 -3.200029277
## [141] -3.050714932 -3.259748447 -2.790500070 -3.050283662 -2.971105792
## [146] -2.841697837 -2.860188855 -3.050283662 -2.981058987 -3.105415811
## [151] -3.468765542 -2.189832128 0.616879798 0.203764092 0.646739383
## [156] -1.155249622 -1.836685810 -2.085532105 -1.591116701 -1.780243826
## [161] -1.620992705 1.055394322 0.862161475 1.045441127 0.881133333
## [166] -1.740414626 1.179850953 -2.034078191 -2.441600624 -2.547297935
## [171] -2.656783080 -2.421260804 -2.388995567 -2.398948762 -2.120242882
## [176] -2.130196077 -2.375847518 -2.189915247 -2.070476907 -2.394475953
## [181] -2.465360361 -2.833628577 -2.179962052 -2.408901957 -2.060523712
## [186] -2.090383297 -3.078687037 -2.067198935 0.203896134 -2.130112958
## [191] 0.458484552 -1.881266663 -2.159972543 -2.189832128 -1.911126248
## [196] 0.547224447 0.477667110 0.487620305 -2.727996779 0.477667110
## [201] 0.233755719 0.477667110 -2.263440959 0.477667110 0.198961230
## [206] -2.243550989 0.313381279 0.542321184 0.472648819 0.462695624
## [211] 0.910034070 -2.509026488 -2.459260513 -2.518503788 -2.608082543
## [216] -2.558792463 -2.787715949 -2.467306022 -2.668261189 -2.667065565
## [221] -2.379618534 -2.389588148 -2.606870500 -2.608558438 -2.329393083
## [226] -2.966873459 -2.468737813 -2.956920264 -2.966873459 -2.557104525
## [231] -2.677799533 -2.887247899 -2.439354123 -2.260196613 -2.887247899
## [236] -2.289580303 -1.951631148 -2.499073293 -2.538886073 -2.389588148
## [241] -2.509026488 -2.976826654 -2.588652048 -2.250226998 -2.518979683
## [246] -2.408282495 -2.140741853 -2.956920264 -2.687708103 -2.399065448
## [251] -2.937013874 -2.538886073 -2.120835463 -2.339346278 -2.857388314
## [256] -2.170601438 -2.439354123 -2.965661415 -2.130788658 -2.129100719
## [261] -2.061116293 -2.917107484 -2.475972050 -2.616823695 -2.071069488
## [266] -2.897201094 -2.090499983 -2.110882268 -2.867341509 -2.130788658
## [271] -2.021303513 -2.917107484 -2.976826654 -2.051163098 -2.060640398
## [276] -2.120359568 -2.061116293 -1.971537538 -2.100929073 -2.011350318
## [281] -2.150695048 -2.060640398 -2.160648243 -1.921771563 -2.439354123
## [286] -2.877294704 -1.951631148 -2.409494538 -2.817575534 -2.907154289
## [291] -2.797669144 -2.907154289 -2.887247899 -2.169169647 -2.419431314
## [296] -2.359712144 -2.099497282 0.208914425 0.467713915 -1.109158141
## [301] -0.408601582 -1.429140555 -0.716922423 -1.140514319 1.370311948
## [306] -0.659641228 -1.179115056 -0.910876756 -0.659832575 1.321829379
## [311] -0.812042464 1.487172139 1.699795511 0.909101216 2.226106666
## [316] 2.662945641 1.416698807 2.266602189 1.786061429 2.438414682
## [321] 2.400033694 0.880782792 1.546157176 3.068193987 1.602774418
## [326] 1.668085100 1.686419174 1.319163448 2.915669697 0.778845190
## [331] 1.474637146 1.726935791 1.603316442 1.576730700 1.466849417
## [336] 1.553016293 1.526527805 2.770998994 1.858954370 0.734202489
## [341] 1.816126357 2.207204846 2.091019656 1.566645463 1.386735385
## [346] -1.653356955 1.531102621 1.445995079 1.923162807 2.220427611
## [351] 1.547086140 -1.318926727 1.327275668 1.346922605 1.832712481
## [356] -0.947688639 1.636406129 0.984507897 1.566665656 2.340094776
## [361] 2.001958265 -1.488945463 -1.853966713 2.301358248 1.356399905
## [366] 1.636144992 1.595293004 2.003216622 1.685479697 1.736677464
## [371] 2.064524961 1.708786264 2.189355982 2.080302107 1.566848791
## [376] 1.950462882 1.950806735 2.139342937 1.764973215 2.399813946
## [381] 1.803859148 1.806372038 -1.926280382 1.684680413 2.041473429
## [386] 2.317696119 0.204208174 1.932244431 2.046310412 -0.666400768
## [391] -1.583733855 1.863147048 -1.651049466 -1.561320177 2.420923302
## [396] 1.545527029 1.870590252 2.308662280 1.962104016 1.436173927
## [401] 2.081082881 1.795070983 2.388780750 2.107219027 -1.551517516
## [406] 1.177903220 2.482439849 -1.467815047 -1.759229493 1.990292082
## [411] 1.476552323 -1.029316524 1.856498724 1.804639921 1.995734286
## [416] 2.269946516 1.368041038 0.896094276 1.521959023 1.885367451
## [421] 2.120027470 1.824824427 1.900696907 2.149411160 1.875977569
## [426] 2.117726621 1.792858759 2.079623767 1.525620639 2.187294183
## [431] 2.151231141 1.893006633 2.156419524 -1.917539230 2.139933860
## [436] -1.247571726 2.271625377 -1.974027135 1.834499506 1.587916132
## [441] 2.059964447 2.191043921 1.547074444 1.461403442 1.165169121
## [446] 1.802344027 1.626567961 2.091511971 2.441305588 1.945312549
## [451] 1.707881460 1.837425359 2.070348912 1.565864690 2.288038176
## [456] 1.781380523 1.683989538 1.457385436 1.656675682 2.250763091
## [461] 1.607137467 2.058656886 1.312933113 2.059700957 2.061405316
## [466] 1.990160039 2.109598380 1.477086901 1.054180263 1.359205053
## [471] 1.786980033 2.069785599 2.179402787 1.486112399 1.043379000
## [476] 1.188030807 1.665441265 1.766405006 2.230380806 1.974128786
## [481] 0.980557038 -1.995952747 0.973326239 0.863381619 1.646716698
## [486] 1.942054393 2.398126007 -0.428794008 1.995226986 1.435143243
## [491] 2.140554981 2.141030876 2.489383624 -0.094933158 1.527511907
## [496] 1.912937638 0.602793128 1.335716368 1.874261001 2.350698989
## [501] 2.260584244 2.110322338 1.701500964 1.854684012 1.696644936
## [506] -1.086905234 1.425058005 1.466033512 1.817740995 1.089027919
## [511] 1.347827409 1.628204808 1.108703658 1.234995492 1.933144628
## [516] 2.291284697 1.661573157 2.140065902 1.119343206 2.007886225
## [521] 2.133791000 1.451243386 1.878035147 0.681603864 0.725232512
## [526] 1.578014030 1.812674048 2.269412812 1.961812321 2.263963251
## [531] 2.331820442 2.020151667 1.675050607 1.842993588 1.459758609
## [536] 1.539252127 1.518587620 2.182778479 1.488320247 2.380082679
## [541] 2.080835810 2.150755246 1.965843296 1.965826876 1.782338568
## [546] 2.269457437 1.426402091 1.797452203 2.310235191 1.614772427
## [551] 1.842418606 1.641014286 1.658115485 2.001210250 1.399254200
## [556] 1.351944984 2.011792130 2.150508176 2.060193272 1.777553825
## [561] 1.742886656 2.140065902 -1.586870568 2.139590007 0.042243369
## [566] 1.996391930 1.556844504 2.070101842 1.840730667 2.116110918
## [571] 1.616897343 1.285076125 -1.449230196 2.100742201 1.373512409
## [576] 0.954243703 -0.177808215 1.511932267 2.169925487 1.717711186
## [581] 1.835959446 1.822036321 1.535573834 1.980206844 1.875772226
## [586] 1.560122869 1.873100243 1.634223563 -2.031928599 1.477694839
## [591] 1.732671662 1.676333936 2.125830565 1.811479019 2.172322252
## [596] 1.800635895 2.279410632 2.241978198 1.957085725 1.463736061
## [601] 1.824730512 1.378594159 1.394246612 1.356416324 2.029857792
## [606] 2.021363710 2.005180181 1.778383008 -1.011273196 2.389516898
## [611] 2.315417165 2.231796178 2.296911370 1.288291373 1.798409587
## [616] 1.626832098 1.436041884 -1.603546412 2.030104862 2.200521221
## [621] 2.308794322 2.069654152 -1.200383901 1.466033512 2.307899942
## [626] 1.537393816 0.871356442 1.619235657 1.496930086 -2.122719398
## [631] 1.584789109 1.442341068 1.059168334 1.529314950 2.318500447
## [636] 2.000704752 2.031776381 1.256884374 2.419491511 2.059964447
## [641] 1.885741841 1.875788646 1.398032666 1.739704681 2.442067664
## [646] 1.776270496 -1.601858473 2.263941288 1.975450561 2.014692380
## [651] 1.388605162 -2.146479135 0.930697229 1.697464399 1.959501101
## [656] 1.905631811 2.047605600 1.666755131 1.625284632 1.923723027
## [661] 2.073020953 2.139590007 2.034283669 1.756333886 2.079854417
## [666] 2.165596245 1.392850842 0.924312832 1.999998207 1.842665676
## [671] 1.698060308 2.071129686 1.791211762 1.706209941 1.880806937
## [676] 1.981550930 1.746138344 1.985257371 1.876248121 1.641588103
## [681] 2.081427328 1.388079471 -0.274132144 1.503650664 1.360452587
## [686] 1.426268418 1.696036998 1.416135494 2.623358010 1.646474351
## [691] 2.790429489 1.681726617 1.752319413 2.565450880 1.801032915
## [696] 2.134571716 1.495744635 2.111401941 1.625152590 1.783521488
## [701] 1.788456392 1.512013433 1.714731345 0.222682773 1.258079998
## [706] 1.882478456 1.890496642 2.025086571 2.109730422 2.339129802
## [711] -0.092558702 2.155553158 2.059964447 1.314621052 1.556754330
## [716] 1.837221903 2.120648591 1.478542893 1.981550930 1.557300206
## [721] 1.762432178 1.746006302 1.892316623 1.655575487 2.629203987
## [726] 2.091495551 2.368989387 1.656832156 1.948872456 2.050487147
## [731] 2.290575871 2.060929420 2.278934737 2.069917642 1.986476214
## [736] 1.605378242 1.961628121 -1.244739077 -1.260103071 -0.042792727
## [741] -1.814153933 1.711077333 2.177566666 2.091511971 1.950215812
## [746] 1.384034778 1.960185427 -1.359635021 2.107800665 1.960432497
## [751] 1.950479302 1.467113513 1.517214859 1.208446066 2.309110565
## [756] 1.880806937 0.223380431 -1.343581978 1.688924442 -0.547811231
## [761] 0.808597353 -2.128378165 1.565565462 1.127608462 2.371386152
## [766] 1.699827587 2.124654710 -1.088765142 1.932244431 -1.168866597
## [771] -0.999645862 1.960863767 -1.080945561 1.341576881 -1.613499607
## [776] -1.174110816 1.921050987 1.771305372 1.832712481 -1.640146321
## [781] 1.930757112 -1.273659185 -0.758877915 -1.363237940 -1.762797532
## [786] -1.603546412 -1.275074557 -1.046233404 -1.009139582 -1.452816695
## [791] -0.868838955 -0.974571020 2.188391199 -0.879078593 -0.699186950
## [796] -0.631377647 1.237110026 1.107702072 -1.928806994 1.688737146
## [801] 1.108914115 -1.742891142 -1.009139582 -1.114391645 -1.752844337
## [806] -1.139007012 -1.792657117 -1.355641862 1.596315793 -1.732937947
## [811] 0.930650490 -1.782703922 -1.503998042 -1.782703922 -1.494044847
## [816] -1.235261777 -1.165671744 -1.314887337 -1.354700117 -0.924805045
## [821] -0.880207522 1.576730700 -1.252540752 1.826000707 -0.888745345
## [826] 1.651867032 1.950479302 -1.703078362 1.767975020 1.646848741
## [831] -0.707899896 -1.278351742 -0.540367100 -1.258445352 -1.111835459
## [836] 1.807311905 -1.380112824 -1.432654158 -1.699883509 -1.812563507
## [841] -1.454232067 -0.918808259 1.826022671 1.547316791 -1.268398547
## [846] -1.527058380 1.955414206 -0.900113912 1.602101057 -1.238538962
## [851] -1.293549156 1.505846292 1.517457206 1.627147694 -1.324381057
## [856] -1.313471965 -1.513951237 -1.404466092 -0.810535157 -1.467448647
## [861] -0.800581962 -1.028309823 0.729365634 -0.827338236 -1.057949660
## [866] 2.458806325 1.522491916 -0.908651735 1.776270496 -1.553304542
## [871] -1.109147427 -0.959833082 -1.318164522 2.429664454 1.519302336
## [876] 2.062591862 -1.145765354 1.666755131 1.675050607 2.108766441
## [881] -0.959849502 2.164431301 -1.304078025 1.587159791 1.231357603
## [886] 1.010276050 -1.333598103 1.154137695 -0.780675572 1.940957377
## [891] 2.210950311 1.771305372 -0.949879887 -0.710571937 -1.139007012
## [896] 1.895695036 1.905648231 -1.298258132 -1.560538779 -0.739174853
## [901] 1.796163086 -1.404466092 1.731492592 2.049603186 1.771305372
## [906] -0.954814791 -0.949879887 -1.548762146 -1.742891142 -1.533857627
## [911] -0.890160717 -1.268398547 -1.339728631 -1.683171972 -1.238538962
#The aboved two gives us the same thing. predict is a good function to know.
cvd$SEX <- as.factor(cvd$SEX)
out <- sapply(1:5, function(i){plot(cvd$SEX,cvd_pca$x[,i],xlab=paste("PC",i,sep=""),ylab="SEX")})
pairs(cvd_pca$x[,1:5], ylim = c(-6,4),xlim = c(-6,4),panel=function(x,y,...){text(x,y,cvd$SEX)})
# Better Ways to Visualize
library(factoextra)
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(FactoMineR)
library(ggfortify)
library(psych)
##
## Attaching package: 'psych'
##
## The following objects are masked from 'package:ggplot2':
##
## %+%, alpha
library(corrplot)
## corrplot 0.92 loaded
library(devtools)
## Loading required package: usethis
# Correlation
pairs.panels(cvd[,-1],
gap = 0,
bg = c("red", "blue")[cvd$SEX],
pch=21)
pairs.panels(cvd_pca$x,
gap=0,
bg = c("red", "blue")[cvd$SEX],
pch=21)
fviz_eig(cvd_pca, addlabels = TRUE)
fviz_pca_var(cvd_pca,col.var = "cos2",
gradient.cols = c("#FFCC00", "#CC9933", "#660033", "#330033"),
repel = TRUE)
fviz_pca_ind(cvd_pca, col.ind = "cos2",
gradient.cols = c("#FFCC00", "#CC9933", "#660033", "#330033"),
repel = TRUE)
biplot(cvd_pca)
autoplot(cvd_pca,
data = cvd[,-1],
loadings = TRUE,
labels = cvd$SEX)
# Different PCA Method.
res.pca <- PCA(cvd[,-1], graph = FALSE)
print(res.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 915 individuals, described by 19 variables
## *The results are available in the following objects:
##
## name description
## 1 "$eig" "eigenvalues"
## 2 "$var" "results for the variables"
## 3 "$var$coord" "coord. for the variables"
## 4 "$var$cor" "correlations variables - dimensions"
## 5 "$var$cos2" "cos2 for the variables"
## 6 "$var$contrib" "contributions of the variables"
## 7 "$ind" "results for the individuals"
## 8 "$ind$coord" "coord. for the individuals"
## 9 "$ind$cos2" "cos2 for the individuals"
## 10 "$ind$contrib" "contributions of the individuals"
## 11 "$call" "summary statistics"
## 12 "$call$centre" "mean of the variables"
## 13 "$call$ecart.type" "standard error of the variables"
## 14 "$call$row.w" "weights for the individuals"
## 15 "$call$col.w" "weights for the variables"
# Visualize and Interpret PCA using these functions
eig.val <- get_eigenvalue(res.pca)
eig.val
## eigenvalue variance.percent cumulative.variance.percent
## Dim.1 4.017168e+00 2.114299e+01 21.14299
## Dim.2 2.605971e+00 1.371564e+01 34.85863
## Dim.3 2.291290e+00 1.205942e+01 46.91805
## Dim.4 1.380569e+00 7.266151e+00 54.18420
## Dim.5 1.205153e+00 6.342910e+00 60.52711
## Dim.6 1.077080e+00 5.668841e+00 66.19595
## Dim.7 1.025202e+00 5.395801e+00 71.59175
## Dim.8 9.243206e-01 4.864845e+00 76.45660
## Dim.9 9.023207e-01 4.749056e+00 81.20565
## Dim.10 8.081125e-01 4.253223e+00 85.45888
## Dim.11 7.321156e-01 3.853240e+00 89.31212
## Dim.12 5.497830e-01 2.893595e+00 92.20571
## Dim.13 4.925953e-01 2.592607e+00 94.79832
## Dim.14 3.769863e-01 1.984138e+00 96.78246
## Dim.15 3.380059e-01 1.778978e+00 98.56144
## Dim.16 2.240823e-01 1.179381e+00 99.74082
## Dim.17 3.911824e-02 2.058855e-01 99.94670
## Dim.18 1.010366e-02 5.317713e-02 99.99988
## Dim.19 2.283649e-05 1.201921e-04 100.00000
fviz_eig(res.pca, addlabels = TRUE, ylim = c(0, 50))
var <- get_pca_var(res.pca)
#var$coord: coordinates of variables to create a scatter plot
#var$cos2: represents the quality of representation for variables on the factor map. It’s calculated as the squared coordinates: var.cos2 = var.coord * var.coord.
#var$contrib: contains the contributions (in percentage) of the variables to the principal components.
#The contribution of a variable (var) to a given principal component is (in percentage) : (var.cos2 * 100) / (total cos2 of the component).
var
## Principal Component Analysis Results for variables
## ===================================================
## Name Description
## 1 "$coord" "Coordinates for the variables"
## 2 "$cor" "Correlations between variables and dimensions"
## 3 "$cos2" "Cos2 for the variables"
## 4 "$contrib" "contributions of the variables"
# Coordinates
head(var$coord)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## USMER 0.5333335 6.494829e-02 0.063160081 -0.50994944 -0.23627878
## MEDICAL_UNIT -0.7361069 -8.654821e-03 0.011559007 -0.07671876 0.06767911
## PATIENT_TYPE -0.9146598 -5.808400e-03 0.003551382 0.17187349 0.11733006
## INTUBED 0.9330630 3.027717e-05 -0.008231100 -0.07570867 0.05797036
## PNEUMONIA 0.1435611 -1.844415e-02 -0.011764317 0.43905608 0.67583509
## AGE -0.4136230 4.448059e-02 0.005661659 -0.56066377 -0.04895108
# Cos2: quality on the factore map
head(var$cos2)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## USMER 0.2844446 4.218281e-03 3.989196e-03 0.260048436 0.055827663
## MEDICAL_UNIT 0.5418534 7.490593e-05 1.336106e-04 0.005885768 0.004580462
## PATIENT_TYPE 0.8366026 3.373751e-05 1.261231e-05 0.029540495 0.013766343
## INTUBED 0.8706065 9.167073e-10 6.775101e-05 0.005731803 0.003360563
## PNEUMONIA 0.0206098 3.401867e-04 1.383992e-04 0.192770238 0.456753064
## AGE 0.1710840 1.978523e-03 3.205439e-05 0.314343862 0.002396208
# Contributions to the principal components
head(var$contrib)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## USMER 7.0807247 1.618698e-01 0.1741025971 18.8363277 4.6324134
## MEDICAL_UNIT 13.4884422 2.874396e-03 0.0058312404 0.4263293 0.3800731
## PATIENT_TYPE 20.8256806 1.294623e-03 0.0005504458 2.1397339 1.1422902
## INTUBED 21.6721463 3.517718e-08 0.0029568933 0.4151769 0.2788495
## PNEUMONIA 0.5130429 1.305412e-02 0.0060402282 13.9631040 37.9000107
## AGE 4.2588200 7.592267e-02 0.0013989666 22.7691582 0.1988302
#The plot Below is also known as variable correlation plots. It shows the relationships between all variables. It can be interpreted as follow:
#Positively correlated variables are grouped together.
#Negatively correlated variables are positioned on opposite sides of the plot origin (opposed quadrants).
#The distance between variables and the origin measures the quality of the variables on the factor map.
#Variables that are away from the origin are well represented on the factor map.
# Correlation circle
fviz_pca_var(res.pca, col.var = "black")
# Quality of representation
corrplot(var$cos2, is.corr=FALSE)
# Total cos2 of variables on Dim.1 and Dim.2
#A high cos2 indicates a good representation of the variable on the principal component.
#In this case the variable is positioned close to the circumference of the correlation circle.
#A low cos2 indicates that the variable is not perfectly represented by the PCs.
#In this case the variable is close to the center of the circle.
fviz_cos2(res.pca, choice = "var", axes = 1:2)
fviz_pca_var(res.pca, col.var = "cos2",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE # Avoid text overlapping
)
# Change the transparency by cos2 values
fviz_pca_var(res.pca, alpha.var = "cos2")
corrplot(var$contrib, is.corr=FALSE)
# Contributions of variables to PC1
fviz_contrib(res.pca, choice = "var", axes = 1, top = 10)
# Contributions of variables to PC2
fviz_contrib(res.pca, choice = "var", axes = 2, top = 10)
fviz_pca_var(res.pca, col.var = "contrib",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07")
)
fviz_pca_var(res.pca, alpha.var = "contrib")
fviz_pca_ind(res.pca,
geom.ind = "point", # show points only (nbut not "text")
col.ind = cvd$SEX, # color by groups
palette = c("#00AFBB", "#E7B800", "#FC4E07"),
addEllipses = TRUE, # Concentration ellipses
legend.title = "Groups"
)
# Description of PC
res.desc <- dimdesc(res.pca, axes = c(1,2,3,4,5), proba = 0.05)
# Description of dimension 1
res.desc$Dim.1
##
## Link between the variable and the continuous variables (R-square)
## =================================================================================
## correlation p.value
## INTUBED 0.9330630 0.000000e+00
## ICU 0.9330512 0.000000e+00
## CLASIFFICATION_FINAL 0.5355911 4.639485e-69
## USMER 0.5333335 2.177966e-68
## OBESITY 0.1801395 4.099116e-08
## COPD 0.1482239 6.719582e-06
## PNEUMONIA 0.1435611 1.305157e-05
## PREGNANT -0.2689345 1.264996e-16
## AGE -0.4136230 4.006603e-39
## MEDICAL_UNIT -0.7361069 6.350338e-157
## PATIENT_TYPE -0.9146598 0.000000e+00
res.desc$Dim.2
##
## Link between the variable and the continuous variables (R-square)
## =================================================================================
## correlation p.value
## DIABETES 0.96771633 0.000000e+00
## HIPERTENSION 0.96720280 0.000000e+00
## INMSUPR 0.84355731 9.788513e-249
## USMER 0.06494829 4.952927e-02
## PREGNANT -0.07314902 2.692370e-02
## OBESITY -0.09536149 3.886557e-03
res.desc$Dim.3
##
## Link between the variable and the continuous variables (R-square)
## =================================================================================
## correlation p.value
## CARDIOVASCULAR 0.92348832 0.000000e+00
## TOBACCO 0.83798962 2.123540e-242
## RENAL_CHRONIC 0.83700013 2.679075e-241
## CLASIFFICATION_FINAL 0.08818392 7.607128e-03
## OBESITY -0.13678911 3.301556e-05
res.desc$Dim.4
##
## Link between the variable and the continuous variables (R-square)
## =================================================================================
## correlation p.value
## OBESITY 0.52039709 1.230019e-64
## COPD 0.45537174 4.883775e-48
## PNEUMONIA 0.43905608 2.095591e-44
## PATIENT_TYPE 0.17187349 1.687225e-07
## CLASIFFICATION_FINAL 0.16018074 1.115091e-06
## PREGNANT 0.12522198 1.460951e-04
## ASTHMA 0.09830972 2.911635e-03
## RENAL_CHRONIC 0.07485263 2.355586e-02
## INTUBED -0.07570867 2.200589e-02
## MEDICAL_UNIT -0.07671876 2.029158e-02
## ICU -0.07698982 1.985182e-02
## OTHER_DISEASE -0.15440118 2.702075e-06
## USMER -0.50994944 1.009303e-61
## AGE -0.56066377 7.151732e-77
res.desc$Dim.5
##
## Link between the variable and the continuous variables (R-square)
## =================================================================================
## correlation p.value
## PNEUMONIA 0.67583509 4.144222e-123
## OTHER_DISEASE 0.41586905 1.426732e-39
## CLASIFFICATION_FINAL 0.25761287 2.455644e-15
## PATIENT_TYPE 0.11733006 3.757536e-04
## MEDICAL_UNIT 0.06767911 4.068049e-02
## ASTHMA -0.09150091 5.608439e-03
## USMER -0.23627878 4.481049e-13
## PREGNANT -0.27544641 2.152477e-17
## OBESITY -0.29169823 2.095958e-19
## COPD -0.50521546 1.956533e-60
# Graph of Indiviuals
ind <- get_pca_ind(res.pca)
ind
## Principal Component Analysis Results for individuals
## ===================================================
## Name Description
## 1 "$coord" "Coordinates for the individuals"
## 2 "$cos2" "Cos2 for the individuals"
## 3 "$contrib" "contributions of the individuals"
## Principal Component Analysis Results for individuals
## ===================================================
## Name Description
## 1 "$coord" "Coordinates for the individuals"
## 2 "$cos2" "Cos2 for the individuals"
## 3 "$contrib" "contributions of the individuals"
#To get access to the different components, use this:
# Coordinates of individuals
head(ind$coord)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## 1 2.3941279 -0.04825852 -0.08000839 -0.96081032 -0.60284386
## 2 2.0957189 0.03160840 0.04799791 -2.01033745 -0.12539329
## 3 -0.5780654 -0.16054776 -0.11803706 0.07434431 -1.03806139
## 4 3.0922343 0.12009059 0.03791740 -0.35080511 -0.03420961
## 5 2.0991607 -0.32258454 -0.13754554 -0.79998638 -1.06687241
## 6 -0.1537679 0.09782272 -0.06278060 0.18847885 -0.54709693
# Quality of individuals
head(ind$cos2)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## 1 0.504835730 0.0002051178 0.0005638018 0.0813075166 3.200848e-02
## 2 0.266084079 0.0000605282 0.0001395717 0.2448447174 9.525799e-04
## 3 0.037444561 0.0028883070 0.0015612469 0.0006193417 1.207483e-01
## 4 0.805532600 0.0012149440 0.0001211199 0.0103674068 9.859039e-05
## 5 0.387992812 0.0091626145 0.0016658094 0.0563504655 1.002207e-01
## 6 0.002530043 0.0010239432 0.0004217425 0.0038012084 3.202764e-02
# Contributions of individuals
head(ind$contrib)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## 1 0.1559385981 9.766911e-05 3.053303e-04 0.0730796085 0.0329569074
## 2 0.1194881948 4.190002e-05 1.098863e-04 0.3199328416 0.0014258879
## 3 0.0090910243 1.080980e-03 6.645621e-04 0.0004375386 0.0977198627
## 4 0.2601379537 6.048215e-04 6.857661e-05 0.0097421029 0.0001061287
## 5 0.1198809799 4.364117e-03 9.023848e-04 0.0506624382 0.1032194957
## 6 0.0006432658 4.013180e-04 1.879965e-04 0.0028121997 0.0271434672
fviz_pca_ind(res.pca)
fviz_pca_ind(res.pca, col.ind = "cos2",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE # Avoid text overlapping (slow if many points)
)
fviz_pca_ind(res.pca, pointsize = "cos2",
pointshape = 21, fill = "#E7B800",
repel = TRUE # Avoid text overlapping (slow if many points)
)
fviz_pca_ind(res.pca, col.ind = "cos2", pointsize = "cos2",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE # Avoid text overlapping (slow if many points)
)
fviz_cos2(res.pca, choice = "ind")
# Total contribution on PC1 and PC2
fviz_contrib(res.pca, choice = "ind", axes = 1:2)
# Create a random continuous variable of length 23,
# Same length as the number of active individuals in the PCA
set.seed(123)
my.cont.var <- rnorm(49)
# Color individuals by the continuous variable
attach(cvd)
## The following objects are masked from cvd (pos = 10):
##
## AGE, ASTHMA, CARDIOVASCULAR, CLASIFFICATION_FINAL, COPD, DIABETES,
## HIPERTENSION, ICU, INMSUPR, INTUBED, MEDICAL_UNIT, OBESITY,
## OTHER_DISEASE, PATIENT_TYPE, PNEUMONIA, PREGNANT, RENAL_CHRONIC,
## SEX, TOBACCO, USMER
fviz_pca_ind(res.pca,
geom.ind = "point",
col.ind = cvd$SEX,
palette = c("#00AFBB", "#E7B800", "#FC4E07"),
addEllipses = TRUE,
legend.title = "Groups"
)
fviz_pca_ind(res.pca, geom.ind = "point", col.ind = cvd$SEX,
palette = c("#00AFBB", "#E7B800", "#FC4E07"),
addEllipses = TRUE, ellipse.type = "confidence",
legend.title = "Groups"
)
fviz_pca_ind(res.pca,
label = "none", # hide individual labels
habillage = cvd$SEX, # color by groups
addEllipses = TRUE, # Concentration ellipses
palette = "jco"
)
fviz_pca_var(res.pca, geom.var = c("point", "text"))
# Show individuals text labels only
fviz_pca_ind(res.pca, geom.ind = "text")
# Change the size of arrows an labels
fviz_pca_var(res.pca, arrowsize = 1, labelsize = 5,
repel = TRUE)
# Change points size, shape and fill color
# Change labelsize
fviz_pca_ind(res.pca,
pointsize = 3, pointshape = 21, fill = "lightblue",
labelsize = 5, repel = TRUE)
fviz_pca_ind(res.pca,
geom.ind = "point", # show points only (but not "text")
group.ind = cvd$SEX, # color by groups
legend.title = "Groups",
mean.point = FALSE)
fviz_pca_ind(res.pca,
geom.ind = "point", # show points only (but not "text")
group.ind = cvd$SEX, # color by groups
legend.title = "Groups",
mean.point = TRUE)
fviz_pca_var(res.pca, axes.linetype = "blank")
ind.p <- fviz_pca_ind(res.pca, geom = "point", col.ind = cvd$SEX)
ggpubr::ggpar(ind.p,
title = "Principal Component Analysis",
subtitle = "Iris data set",
caption = "Source: factoextra",
xlab = "PC1", ylab = "PC2",
legend.title = "SEX", legend.position = "top",
ggtheme = theme_gray(), palette = "jco"
)
fviz_pca_biplot(res.pca, repel = TRUE,col.ind = cvd$SEX,
col.var = "#2E9FDF", # Variables color
)
fviz_pca_biplot(res.pca,
col.ind = cvd$SEX, palette = "jco",
addEllipses = TRUE, label = "var",
col.var = "black", repel = TRUE,
legend.title = "SEX")
fviz_pca_biplot(res.pca,
# Fill individuals by groups
geom.ind = "point",
pointshape = 21,
pointsize = 2.5,
fill.ind = cvd$SEX,
col.ind = "black",
# Color variable by groups
legend.title = list(fill = "SEX", color = "Clusters"),
repel = TRUE # Avoid label overplotting
)+
ggpubr::fill_palette("jco")+ # Indiviual fill color
ggpubr::color_palette("npg") # Variable colors
fviz_pca_biplot(res.pca,
# Individuals
geom.ind = "point",
fill.ind = cvd$SEX, col.ind = "black",
pointshape = 21, pointsize = 2,
palette = "jco",
addEllipses = TRUE,
# Variables
alpha.var ="contrib", col.var = "contrib",
gradient.cols = "RdYlBu",
legend.title = list(fill = "SEX", color = "Contrib",
alpha = "Contrib")
)
